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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>
qwen3-vl8b-instruct
A hospital staff member (or visitor in a professional outfit) is reacting with surprise or concern in a hospital hallway, likely in response to unexpected news or an urgent situation. The environment is a well-lit hospital corridor with directional signs for various departments.
The person is gesturing with an open hand while looking toward someone or something off-camera, suggesting he is actively communicating or reacting with some degree of surprise or emphasis.
There are no other people visible in the scene, so their emotions cannot be observed or inferred. The emotional tone is centered on the target character’s apparent surprise or concern, but there is no interaction or emotional influence from others.
eyebrow raise, eye widening, mouth slightly open (indicating surprise or shock)
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 hospital staff member (or visitor in a professional outfit) is reacting with surprise or concern in a hospital hallway, likely in response to unexpected news or an urgent situation. The environment is a well-lit hospital corridor with directional signs for various departments. Body Language: The person is gesturing with an open hand while looking toward someone or something off-camera, suggesting he is actively communicating or reacting with some degree of surprise or emphasis. Others’ Emotions: There are no other people visible in the scene, so their emotions cannot be observed or inferred. The emotional tone is centered on the target character’s apparent surprise or concern, but there is no interaction or emotional influence from others. Facial Action Units: eyebrow raise, eye widening, mouth slightly open (indicating surprise or shock) 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 person’s facial expression—eyebrows raised, eyes widened, and mouth slightly open—is a classic indicator of surprise or shock. This is reinforced by the body language: an open-handed gesture while looking off-camera, suggesting an active, startled reaction to something unexpected. The hospital context and the professional attire further support that this is a moment of surprise or concern, not anger, fear, or other emotions. The lack of other people does not negate the individual’s visible reaction.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman, likely Carol Willick from “Friends,” is in Monica’s living room, engaged in a serious, emotional conversation with Monica about a letter she received from her ex-husband, expressing confusion and distress. The setting is a cozy, domestic environment, suggesting a personal and intimate situation.
Assertive and serious, with a forward-leaning posture and pointing gesture indicating emphasis or a firm message.
The other people in the scene appear emotionally detached or passive, observing without involvement, which contributes to a tense, focused, and isolating emotional tone around the central interaction.
eyebrow raise, eye widening, mouth corners down, cheek tension — conveying concern or worry
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 woman, likely Carol Willick from “Friends,” is in Monica’s living room, engaged in a serious, emotional conversation with Monica about a letter she received from her ex-husband, expressing confusion and distress. The setting is a cozy, domestic environment, suggesting a personal and intimate situation. Body Language: Assertive and serious, with a forward-leaning posture and pointing gesture indicating emphasis or a firm message. Others’ Emotions: The other people in the scene appear emotionally detached or passive, observing without involvement, which contributes to a tense, focused, and isolating emotional tone around the central interaction. Facial Action Units: eyebrow raise, eye widening, mouth corners down, cheek tension — conveying concern or worry 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 facial expression — with raised eyebrows, widened eyes, downturned mouth corners, and tense cheeks — strongly indicates worry and concern. Her body language, including the forward-leaning posture and pointing gesture, conveys seriousness and emotional intensity, consistent with someone expressing distress or confusion about a troubling situation (as referenced in the context: a letter from an ex-husband). While she appears visibly upset, there is no overt anger or fear, and her expression doesn’t suggest sadness or surprise. The emotion most accurately reflects her state is worry or concern, which falls under the broader category of “Sad” in this emotion recognition context, as concern often manifests with a sorrowful or troubled expression. The context and facial cues align best with “Sad.”
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The character is Joey Tribbiani from the TV show “Friends,” and he is in his apartment. He is reacting with surprise or concern, likely in the middle of a conversation. The setting is casual and domestic, and his expression suggests he’s either been caught off guard or is trying to explain something surprising to someone.
The person is gesturing expressively with an open hand, tilting their head, and displaying an engaged facial expression, suggesting excitement, surprise, or earnest persuasion during a conversation.
There are no other people visible in the scene, so no emotions can be observed or inferred from others. The emotional tone is centered on Joey’s apparent earnestness or frustration, creating a solo, expressive moment.
eyebrow raise, lip corner pull (suggesting amusement and mild 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: The character is Joey Tribbiani from the TV show “Friends,” and he is in his apartment. He is reacting with surprise or concern, likely in the middle of a conversation. The setting is casual and domestic, and his expression suggests he’s either been caught off guard or is trying to explain something surprising to someone. Body Language: The person is gesturing expressively with an open hand, tilting their head, and displaying an engaged facial expression, suggesting excitement, surprise, or earnest persuasion during a conversation. Others’ Emotions: There are no other people visible in the scene, so no emotions can be observed or inferred from others. The emotional tone is centered on Joey’s apparent earnestness or frustration, creating a solo, expressive moment. Facial Action Units: eyebrow raise, lip corner pull (suggesting amusement and mild 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}>
Surprise
Joey Tribbiani’s facial expression, with raised eyebrows and slightly pulled lip corners, conveys a mix of mild skepticism and amusement. His open-handed gesture and head tilt suggest he is engaged in a conversation, possibly explaining something with a touch of exasperation or playful disbelief. The context of “Friends” implies this is a lighthearted or comedic moment rather than one of genuine fear, anger, or sadness. The emotion best fits his expressive, animated, and slightly bemused demeanor, which aligns with "Surprise" as it often involves a startled or incredulous reaction—common in Joey’s character moments.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man, dressed in a suit, is in an indoor office-like setting and is visibly reacting with shock or surprise, likely to an unexpected event or revelation.
The person exhibits a tense, confrontational body language with an upright, forward-leaning stance, wide eyes, and an open mouth, suggesting strong emotion such as shock, alarm, or anger.
There are no other people visible in the scene to assess their emotions. The overall mood is one of high intensity, likely driven by the central figure’s apparent shock or alarm.
eyebrow raise, eye widening, mouth opening, lip corner down pull, jaw tension — indicating shock, alarm, or intense worry
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 man, dressed in a suit, is in an indoor office-like setting and is visibly reacting with shock or surprise, likely to an unexpected event or revelation. Body Language: The person exhibits a tense, confrontational body language with an upright, forward-leaning stance, wide eyes, and an open mouth, suggesting strong emotion such as shock, alarm, or anger. Others’ Emotions: There are no other people visible in the scene to assess their emotions. The overall mood is one of high intensity, likely driven by the central figure’s apparent shock or alarm. Facial Action Units: eyebrow raise, eye widening, mouth opening, lip corner down pull, jaw tension — indicating shock, alarm, or intense worry 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 man’s facial expression—wide eyes, raised eyebrows, open mouth, and tense jaw—combined with his upright, forward-leaning posture, strongly indicates shock or alarm. While anger might be a possible component given the confrontational body language, the primary emotion conveyed by his facial action units is surprise, as he appears to be reacting to an unexpected or startling event. The context explicitly labels his reaction as shock or surprise, and the facial cues align most directly with surprise rather than anger or fear.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in a casual living room setting, likely during a social gathering, and is animatedly speaking to someone off-camera or seated beside her, conveying enthusiasm or emphasis through her expressive hand gestures and engaged facial expression.
The person is engaged and expressive, using open hand gestures and a forward lean to emphasize her speech, indicating enthusiasm or passionate communication.
The other person in the scene is not visibly reacting; their posture suggests passive listening or disengagement, so their emotions cannot be determined. The overall mood is casual and conversational, driven by the target person’s expressive engagement.
AU1 (brow raise) and AU2 (inner brow raiser) indicating skepticism or mild disbelief, with AU12 (lip part) suggesting speech in progress.
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 woman is in a casual living room setting, likely during a social gathering, and is animatedly speaking to someone off-camera or seated beside her, conveying enthusiasm or emphasis through her expressive hand gestures and engaged facial expression. Body Language: The person is engaged and expressive, using open hand gestures and a forward lean to emphasize her speech, indicating enthusiasm or passionate communication. Others’ Emotions: The other person in the scene is not visibly reacting; their posture suggests passive listening or disengagement, so their emotions cannot be determined. The overall mood is casual and conversational, driven by the target person’s expressive engagement. Facial Action Units: AU1 (brow raise) and AU2 (inner brow raiser) indicating skepticism or mild disbelief, with AU12 (lip part) suggesting speech in progress. 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 woman’s facial expression, with slightly raised eyebrows (AU1 and AU2) and parted lips (AU12), suggests she is speaking with emphasis or mild skepticism, possibly while conveying an important point or expressing mild disbelief. Her open, gesturing hands and forward-leaning posture indicate she is actively engaged and enthusiastic about her topic. The context of a casual social gathering supports an emotionally expressive but not necessarily negative state. While the brow action might imply skepticism, the overall context and body language point more toward an engaged, communicative state rather than strong negative emotion. The most fitting emotion based on the combination of expression and context is “Surprise” — as she appears to be conveying something unexpected or emphasizing a surprising point, which aligns with the eyebrow raise and open mouth.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
In the scene, the woman (Phoebe Buffay from the TV show “Friends”) is seated in Monica’s apartment, engaged in a conversation. She is holding popcorn and appears animated, suggesting she is telling a story or reacting to someone’s remark. The setting is a relaxed, social gathering, and her expression is part of the show’s characteristic humor and character dynamics.
Attentive and engaged, with a posture indicating emotional investment in the conversation.
The emotions of other people in the scene cannot be determined due to lack of visible facial expressions or clear body language. The overall mood is casual and conversational, but the emotional tone is ambiguous without observable reactions from others.
eyebrow raise, lip parting — indicating interest or mild surprise
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 the scene, the woman (Phoebe Buffay from the TV show “Friends”) is seated in Monica’s apartment, engaged in a conversation. She is holding popcorn and appears animated, suggesting she is telling a story or reacting to someone’s remark. The setting is a relaxed, social gathering, and her expression is part of the show’s characteristic humor and character dynamics. Body Language: Attentive and engaged, with a posture indicating emotional investment in the conversation. Others’ Emotions: The emotions of other people in the scene cannot be determined due to lack of visible facial expressions or clear body language. The overall mood is casual and conversational, but the emotional tone is ambiguous without observable reactions from others. Facial Action Units: eyebrow raise, lip parting — indicating interest or mild surprise 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 woman’s facial expression—evidenced by raised eyebrows and slightly parted lips—indicates interest and mild surprise, consistent with her being engaged in a lively, possibly humorous conversation. Her body language is open and animated, with her hands gesturing as she speaks, reinforcing her involvement and enthusiasm. In the context of “Friends,” where characters often react with exaggerated expressions during storytelling or banter, this suggests a lighthearted, curious, or amused emotional state rather than any negative or neutral one. The absence of visible reactions from others does not negate her own clearly positive emotional engagement.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The highlighted person is reacting with intense emotion — likely shock, anger, or disbelief — during a formal dinner. He is at the center of a social gathering in an upscale restaurant, and his outburst appears sudden and disruptive, disrupting the otherwise calm dining atmosphere. This is a comedic scene from the TV show “Seinfeld” involving the character Cosmo Kramer.
The person is leaning forward with an open mouth, wide eyes, and an expressive facial gesture, indicating excitement or agitation while engaging directly with someone. His hand gestures with the fork suggest emphasis, and his body is oriented toward the speaker, showing active emotional involvement.
The other person’s emotion is not clearly visible, but the man in the suit appears disengaged or indifferent, contributing to a tense and chaotic mood where Jerry’s emotional outburst stands in stark contrast to the others' lack of reaction.
Surprise and shock — characterized by raised eyebrows, wide eyes, open mouth, and tensed facial muscles.
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 highlighted person is reacting with intense emotion — likely shock, anger, or disbelief — during a formal dinner. He is at the center of a social gathering in an upscale restaurant, and his outburst appears sudden and disruptive, disrupting the otherwise calm dining atmosphere. This is a comedic scene from the TV show “Seinfeld” involving the character Cosmo Kramer. Body Language: The person is leaning forward with an open mouth, wide eyes, and an expressive facial gesture, indicating excitement or agitation while engaging directly with someone. His hand gestures with the fork suggest emphasis, and his body is oriented toward the speaker, showing active emotional involvement. Others’ Emotions: The other person’s emotion is not clearly visible, but the man in the suit appears disengaged or indifferent, contributing to a tense and chaotic mood where Jerry’s emotional outburst stands in stark contrast to the others' lack of reaction. Facial Action Units: Surprise and shock — characterized by raised eyebrows, wide eyes, open mouth, and tensed facial muscles. 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 person in the bounding box displays exaggerated facial expressions — wide eyes, raised eyebrows, and an open mouth — which are classic indicators of surprise or shock. His body language, including leaning forward and gesturing with a fork, suggests he is reacting intensely to something unexpected or shocking during the dinner. The context of the scene — a comedic outburst in "Seinfeld" — reinforces that this is an exaggerated, theatrical reaction rather than genuine anger or fear. The other individuals' lack of engagement further highlights the abruptness and shock value of his reaction. The primary emotion is surprise, though it carries a comedic edge of disbelief or exasperation.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man is in a home hallway, holding a bottle and gesturing emphatically while speaking with an intense, possibly frustrated or excited expression, suggesting he is in the middle of an argument or heated conversation.
Agitated and confrontational, gesturing emphatically with one hand while holding a drink in the other.
No other people are present in the scene, so their emotions cannot be assessed. The mood is dominated by the man’s apparent frustration or agitation, creating a tense or confrontational atmosphere.
eyebrow raise, lip parting — indicating surprise or mild 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: The man is in a home hallway, holding a bottle and gesturing emphatically while speaking with an intense, possibly frustrated or excited expression, suggesting he is in the middle of an argument or heated conversation. Body Language: Agitated and confrontational, gesturing emphatically with one hand while holding a drink in the other. Others’ Emotions: No other people are present in the scene, so their emotions cannot be assessed. The mood is dominated by the man’s apparent frustration or agitation, creating a tense or confrontational atmosphere. Facial Action Units: eyebrow raise, lip parting — indicating surprise or mild 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}>
Surprise
The man’s facial expression—eyebrows raised, mouth slightly open—combined with his emphatic hand gesture and the context of a heated conversation suggests he is expressing frustration or surprise, not outright anger. The body language indicates agitation, but the facial cues lean more toward surprise or mild skepticism rather than anger. In the absence of other people or clear escalation, the most accurate emotion based on the visible cues is Surprise.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
Joey Tribbiani, dressed in his Central Perk barista uniform, is reacting with surprise or confusion to something happening in the coffee shop, likely during a comedic moment from the TV show "Friends."
Leaning forward with an intense, confrontational posture, indicating active engagement in an emotional or heated conversation.
The other people in the scene appear indifferent or preoccupied — they are not emotionally reacting to Joey, suggesting a generally neutral, casual, and uninvolved emotional tone.
eyebrow raiser, eye widening, lip corner pull down
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: Joey Tribbiani, dressed in his Central Perk barista uniform, is reacting with surprise or confusion to something happening in the coffee shop, likely during a comedic moment from the TV show "Friends." Body Language: Leaning forward with an intense, confrontational posture, indicating active engagement in an emotional or heated conversation. Others’ Emotions: The other people in the scene appear indifferent or preoccupied — they are not emotionally reacting to Joey, suggesting a generally neutral, casual, and uninvolved emotional tone. Facial Action Units: eyebrow raiser, eye widening, lip corner pull down 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
Joey Tribbiani’s facial expression — with raised eyebrows, widened eyes, and slightly pulled-down lips — is a classic indicator of surprise or bewilderment. His forward-leaning posture reinforces his engagement with something unexpected, likely in reaction to a comedic or absurd situation typical of "Friends." The lack of emotional response from others further isolates his reaction as one of personal surprise, not anger, fear, or sadness. While the expression has elements of confrontation, the overall context leans toward confusion or shock.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in a dimly lit indoor room, likely during a serious or emotional moment in a TV show. Her somber, downcast expression suggests she is processing sadness, disappointment, or a moment of personal reflection, possibly triggered by a conversation or event not fully visible in the frame.
Looking down with a sad or distressed expression, indicating sadness, disappointment, or contemplation.
There are no other people visible in the scene, so their emotions cannot be observed or assessed. The emotional tone is centered on the woman’s apparent sadness or contemplation, but the overall mood remains ambiguous without context from other individuals.
AU 1, AU 12, AU 23, AU 25 — indicating sadness or melancholy.
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 woman is in a dimly lit indoor room, likely during a serious or emotional moment in a TV show. Her somber, downcast expression suggests she is processing sadness, disappointment, or a moment of personal reflection, possibly triggered by a conversation or event not fully visible in the frame. Body Language: Looking down with a sad or distressed expression, indicating sadness, disappointment, or contemplation. Others’ Emotions: There are no other people visible in the scene, so their emotions cannot be observed or assessed. The emotional tone is centered on the woman’s apparent sadness or contemplation, but the overall mood remains ambiguous without context from other individuals. Facial Action Units: AU 1, AU 12, AU 23, AU 25 — indicating sadness or melancholy. 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 facial expression, characterized by a downturned mouth, furrowed brow, and gaze directed downward, strongly conveys sadness or melancholy. The presence of Action Units 1 (brow lower), 12 (lip corner depressor), 23 (lip stretch), and 25 (lip corner puller) aligns with a sad emotional state. Her body language—looking down—further reinforces this interpretation. Although the context is ambiguous without additional scene information, the visual cues are consistent with sadness. There are no indicators of anger, disgust, fear, surprise, or happiness.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is indoors in a setting that resembles an office or gallery, reacting with surprise or concern to something involving the “PRADA MARFA” installation — likely a cultural or artistic reference that has just been introduced or revealed to her in an unexpected or humorous context.
Attentive and slightly surprised, with an upright posture and gaze directed off-camera.
No other people are visible in the scene, so their emotions cannot be assessed. The overall mood is one of solitary focus, with the woman appearing concerned or startled, but without interpersonal emotional influence.
eyebrow raise, lip parting — indicating mild surprise or curiosity
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 woman is indoors in a setting that resembles an office or gallery, reacting with surprise or concern to something involving the “PRADA MARFA” installation — likely a cultural or artistic reference that has just been introduced or revealed to her in an unexpected or humorous context. Body Language: Attentive and slightly surprised, with an upright posture and gaze directed off-camera. Others’ Emotions: No other people are visible in the scene, so their emotions cannot be assessed. The overall mood is one of solitary focus, with the woman appearing concerned or startled, but without interpersonal emotional influence. Facial Action Units: eyebrow raise, lip parting — indicating mild surprise or curiosity 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 woman’s facial expression—evidenced by raised eyebrows and slightly parted lips—along with her attentive, off-camera gaze, strongly indicates surprise. This is consistent with the context provided, which suggests she is reacting to the unexpected mention or reveal of the “PRADA MARFA” installation. There are no indicators of anger, fear, sadness, or happiness; her expression is primarily one of mild shock or curiosity. The setting and body language reinforce this as a moment of cognitive surprise rather than strong emotion.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man in the bounding box is engaged in an emotionally significant conversation with a woman at a formal event, likely expressing concern, surprise, or earnestness. The setting is a sophisticated indoor party or gala, with attendees in formal attire and elegant decor.
Leaning forward with a focused gaze and slightly open mouth, indicating engaged and possibly earnest or emotionally invested conversation.
The other people in the scene are mostly neutral or disengaged, showing no strong emotions. Their passive observation creates a background of social detachment, reinforcing the focused, possibly tense or intimate, atmosphere between the central figures.
eyebrow lower, lip part, gaze focused (concentration, serious 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 man in the bounding box is engaged in an emotionally significant conversation with a woman at a formal event, likely expressing concern, surprise, or earnestness. The setting is a sophisticated indoor party or gala, with attendees in formal attire and elegant decor. Body Language: Leaning forward with a focused gaze and slightly open mouth, indicating engaged and possibly earnest or emotionally invested conversation. Others’ Emotions: The other people in the scene are mostly neutral or disengaged, showing no strong emotions. Their passive observation creates a background of social detachment, reinforcing the focused, possibly tense or intimate, atmosphere between the central figures. Facial Action Units: eyebrow lower, lip part, gaze focused (concentration, serious 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}>
Surprise
The man’s facial expression—lowered eyebrows, slightly parted lips, and focused gaze—combined with his leaned-forward posture, suggests he is earnestly engaged in a serious or emotionally charged conversation. His mouth is open as if he’s speaking with emphasis or concern, and his intense focus indicates he is conveying something important. The context of a formal, somewhat intimate moment with a woman, and the lack of emotional reactions from others, further supports that his emotion is not anger or fear, but rather a deep involvement or concern. This aligns most closely with “Surprise” if he is reacting to unexpected news, or “Sad” if he is expressing sorrow. However, given the earnestness and focused intensity, “Surprise” captures the moment of emotional revelation or impact best. Alternatively, “Concern” or “Seriousness” might be inferred, but among the given options, “Surprise” is the most fitting due to the open mouth and engaged expression suggesting a sudden emotional reaction.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is seated at a kitchen or bar counter, holding a phone to her ear and a strawberry, with an expression of surprise or skepticism — suggesting she is reacting to something unexpected or confusing during a phone call in a casual domestic setting.
She is leaning forward with an upward gaze and one hand near her head, conveying intense focus or concern, as if processing difficult or surprising information.
There are no other people in the scene to evaluate emotions. The woman appears to be focused, contemplative, or slightly annoyed, creating a mood of solitary introspection or mild concern.
eyebrow raise, lip corner pull (slight) — 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 woman is seated at a kitchen or bar counter, holding a phone to her ear and a strawberry, with an expression of surprise or skepticism — suggesting she is reacting to something unexpected or confusing during a phone call in a casual domestic setting. Body Language: She is leaning forward with an upward gaze and one hand near her head, conveying intense focus or concern, as if processing difficult or surprising information. Others’ Emotions: There are no other people in the scene to evaluate emotions. The woman appears to be focused, contemplative, or slightly annoyed, creating a mood of solitary introspection or mild concern. Facial Action Units: eyebrow raise, lip corner pull (slight) — 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 woman’s facial expression, including raised eyebrows and slightly pulled lip corners, along with her body language — leaning forward, gazing upward, and hand near her head — strongly suggests she is reacting to something surprising or confusing during the phone call. While not overtly angry or fearful, her expression leans toward surprise or skepticism, indicating she is processing unexpected information. The context of a casual domestic setting reinforces this as a moment of mild shock or disbelief rather than negative emotion.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is seated in her bedroom, reading a letter or document with an expression of deep concentration and emotional weight, indicating she is processing important or potentially upsetting news in a private, intimate setting.
Focused and concerned, leaning forward with hands actively engaged with papers.
There are no other people in the scene, so their emotions cannot be determined. The overall emotional tone is solitary and introspective, focused on the woman’s apparent absorption or worry.
brow lowering (AU 1), gaze down (AU 5 inferred), neutral lip posture (AU 12, 20 neutral) — indicating concentration or mild 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 woman is seated in her bedroom, reading a letter or document with an expression of deep concentration and emotional weight, indicating she is processing important or potentially upsetting news in a private, intimate setting. Body Language: Focused and concerned, leaning forward with hands actively engaged with papers. Others’ Emotions: There are no other people in the scene, so their emotions cannot be determined. The overall emotional tone is solitary and introspective, focused on the woman’s apparent absorption or worry. Facial Action Units: brow lowering (AU 1), gaze down (AU 5 inferred), neutral lip posture (AU 12, 20 neutral) — indicating concentration or mild 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 woman’s lowered brow, downward gaze, and focused posture suggest she is deeply engrossed in the content of the letter, likely processing something emotionally significant. While her expression is not overtly sad or angry, the context implies a weighty, possibly distressing message. The neutral lip posture and lack of overt emotional expression (like crying or screaming) suggest she is holding back, perhaps trying to process the information with caution or sorrow, aligning more closely with “Sad” than “Neutral” or “Fear.” The emotional weight is not overtly fearful or angry, but the overall tone is one of quiet distress.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The person is in an indoor setting, likely a professional or casual environment, reacting with surprise or shock to something they’ve just heard or seen. They are gesturing with their hand, possibly emphasizing their reaction or pointing to an object they’re holding, indicating they’re engaged in a conversation or a moment of unexpected revelation.
Surprised or alarmed
There are no other people visible in the scene to observe or infer their emotions. The scene’s emotional tone is centered solely on the target person’s expression of shock or surprise, with no other emotional influences present.
Eyebrow raise (AU1), eye widening (AU5), lip parting (AU16), forehead wrinkles (AU11), cheek raise (AU2) — indicating surprise or shock.
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 setting, likely a professional or casual environment, reacting with surprise or shock to something they’ve just heard or seen. They are gesturing with their hand, possibly emphasizing their reaction or pointing to an object they’re holding, indicating they’re engaged in a conversation or a moment of unexpected revelation. Body Language: Surprised or alarmed Others’ Emotions: There are no other people visible in the scene to observe or infer their emotions. The scene’s emotional tone is centered solely on the target person’s expression of shock or surprise, with no other emotional influences present. Facial Action Units: Eyebrow raise (AU1), eye widening (AU5), lip parting (AU16), forehead wrinkles (AU11), cheek raise (AU2) — indicating surprise or shock. 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 person’s facial expression clearly conveys surprise or shock. The raised eyebrows, widened eyes, parted lips, and slight forehead wrinkles are classic indicators of surprise, often triggered by unexpected or startling information. The hand gesture further reinforces this emotional state, suggesting an active reaction to what they’re experiencing. Given the lack of other people and the context of an unexpected revelation, the emotion is best categorized as surprise.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is seated outdoors at what appears to be a café or restaurant patio, engaged in a conversation or reacting to someone nearby. The busy, open-air environment suggests a social, daytime setting, and her expression indicates surprise or attentiveness.
Attentive and engaged, with mild surprise or curiosity.
The other people in the scene appear emotionally neutral or passive, with no visible expressions to suggest strong emotions. Their presence contributes to a calm, observational mood, with the primary emotional focus on the foreground woman’s engaged and surprised expression.
eyebrow raise, lip corners pull slightly apart, mouth slightly open — indicating surprise or 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 woman is seated outdoors at what appears to be a café or restaurant patio, engaged in a conversation or reacting to someone nearby. The busy, open-air environment suggests a social, daytime setting, and her expression indicates surprise or attentiveness. Body Language: Attentive and engaged, with mild surprise or curiosity. Others’ Emotions: The other people in the scene appear emotionally neutral or passive, with no visible expressions to suggest strong emotions. Their presence contributes to a calm, observational mood, with the primary emotional focus on the foreground woman’s engaged and surprised expression. Facial Action Units: eyebrow raise, lip corners pull slightly apart, mouth slightly open — indicating surprise or 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 woman’s facial expression — characterized by raised eyebrows, slightly parted lips, and an open mouth — is a classic indicator of surprise or astonishment. Her attentive gaze and engaged posture further support that she is reacting to something unexpected or intriguing in her immediate social environment. The context of a casual outdoor setting and the neutral demeanor of others reinforce that this is a moment of mild surprise, not fear or anger.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in an outdoor park setting, engaged in a casual conversation with a friend while holding a mug. Her expression conveys focused communication, likely explaining something or sharing a thought with emphasis, suggesting a relaxed but engaged social context.
The person is leaning forward with a slightly tilted head, eyes closed, and one hand extended in a gesture that suggests she is engaged in a conversation, offering something, or expressing emotion with a vulnerable or thoughtful demeanor.
The other people in the scene appear emotionally neutral or passive, as their expressions and behaviors are indiscernible due to blurriness. The overall mood is calm and mundane, with the foreground interaction being the only emotionally active element.
eyebrow raise, lip parting, slight eye narrowing — indicating mild surprise or focused attention
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 woman is in an outdoor park setting, engaged in a casual conversation with a friend while holding a mug. Her expression conveys focused communication, likely explaining something or sharing a thought with emphasis, suggesting a relaxed but engaged social context. Body Language: The person is leaning forward with a slightly tilted head, eyes closed, and one hand extended in a gesture that suggests she is engaged in a conversation, offering something, or expressing emotion with a vulnerable or thoughtful demeanor. Others’ Emotions: The other people in the scene appear emotionally neutral or passive, as their expressions and behaviors are indiscernible due to blurriness. The overall mood is calm and mundane, with the foreground interaction being the only emotionally active element. Facial Action Units: eyebrow raise, lip parting, slight eye narrowing — indicating mild surprise or focused attention 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 woman’s facial expression, with slightly raised eyebrows, lips parted, and eyes partially narrowed, suggests she is in the midst of explaining something or reacting to a thought with mild surprise or focused attention. Her body language — leaning forward, head tilted, and hand extended — reinforces that she is actively engaged and communicative. While there is an element of intensity or focus, there’s no overt sign of negative emotion like anger or fear, nor clear joy. The context of a casual conversation in a park, combined with the subtle intensity, points toward a thoughtful, engaged, and slightly surprised emotional state — most accurately described as “Surprise” in the given emotion categories.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is seated in an elegant café or tea room, engaged in a pleasant conversation. She appears happy and attentive, likely enjoying a social interaction over coffee or tea. The environment is cozy and sophisticated, with flowers, decorative curtains, and a tiered serving stand.
Open and attentive, with a relaxed posture and focused gaze, suggesting she is actively listening and engaged in the conversation.
The other person’s emotions are not visible or discernible, suggesting neutrality or disengagement. The overall emotional tone of the scene is calm and relaxed, with the target person appearing content and attentive, while the other person’s absence of emotional cues contributes to a subdued, perhaps slightly distracted, atmosphere.
eyebrow raise, lip corner pull, mouth opening — indicating interest and positive 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 woman is seated in an elegant café or tea room, engaged in a pleasant conversation. She appears happy and attentive, likely enjoying a social interaction over coffee or tea. The environment is cozy and sophisticated, with flowers, decorative curtains, and a tiered serving stand. Body Language: Open and attentive, with a relaxed posture and focused gaze, suggesting she is actively listening and engaged in the conversation. Others’ Emotions: The other person’s emotions are not visible or discernible, suggesting neutrality or disengagement. The overall emotional tone of the scene is calm and relaxed, with the target person appearing content and attentive, while the other person’s absence of emotional cues contributes to a subdued, perhaps slightly distracted, atmosphere. Facial Action Units: eyebrow raise, lip corner pull, mouth opening — indicating interest and positive 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 woman’s facial expression, including raised eyebrows, slightly pulled-up lip corners, and an open mouth as if mid-sentence or reacting positively, conveys active engagement and enjoyment. Her body language—leaning forward slightly, maintaining eye contact, and holding a cup—reinforces attentiveness and warmth. The context of a pleasant café setting and the absence of negative cues (like furrowed brows or downturned mouth) strongly support a positive emotional state. The combination of these factors indicates she is experiencing happiness or delight in her conversation.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man is in a professional or social gathering, likely an office or conference room, reacting with visible intensity to something happening off-camera — perhaps a disagreement, an unexpected revelation, or a challenging comment — placing him in a moment of heightened emotional engagement within a formal setting.
Attentive and engaged, with mild emotional expression.
The other people appear to be in a more relaxed and cheerful mood, likely engaged in casual conversation or laughter, which creates an emotional contrast with the main person’s more serious or preoccupied state, resulting in an overall scene tone that is mixed — with one side feeling positive and the other more tense or introspective.
eyebrow raise, lip corner pull, cheek raise (subtle) — indicating skepticism or mild disbelief with 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 man is in a professional or social gathering, likely an office or conference room, reacting with visible intensity to something happening off-camera — perhaps a disagreement, an unexpected revelation, or a challenging comment — placing him in a moment of heightened emotional engagement within a formal setting. Body Language: Attentive and engaged, with mild emotional expression. Others’ Emotions: The other people appear to be in a more relaxed and cheerful mood, likely engaged in casual conversation or laughter, which creates an emotional contrast with the main person’s more serious or preoccupied state, resulting in an overall scene tone that is mixed — with one side feeling positive and the other more tense or introspective. Facial Action Units: eyebrow raise, lip corner pull, cheek raise (subtle) — indicating skepticism or mild disbelief with 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}>
Surprise
The man’s facial expression—marked by raised eyebrows, slightly pulled lip corners, and subtle cheek raise—suggests skepticism or mild disbelief rather than overt anger, fear, or surprise. His body language is attentive but not confrontational, and while he is emotionally engaged, the context and others’ relaxed demeanor imply he is processing something with reservation or mild confusion, not strong negative emotion. This aligns best with a skeptical or mildly surprised state, but given the options, “Surprise” captures the most immediate reaction conveyed through the facial action units.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in a dimly lit, indoor social setting — likely a party, lounge, or club — with ambient pink lighting. She appears to be engaged in a conversation or reacting to someone, suggesting a lively, interactive atmosphere.
The person exhibits a calm, attentive posture, with a slightly downward head tilt and an open mouth, suggesting active listening or engaged conversation without strong emotional cues.
There are no other people visible in the scene to observe or assess emotions. The only visible person appears serious or concerned, suggesting a tense or emotionally charged mood.
eyebrow raise, eye widening, lip parting — indicating surprise or mild 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 woman is in a dimly lit, indoor social setting — likely a party, lounge, or club — with ambient pink lighting. She appears to be engaged in a conversation or reacting to someone, suggesting a lively, interactive atmosphere. Body Language: The person exhibits a calm, attentive posture, with a slightly downward head tilt and an open mouth, suggesting active listening or engaged conversation without strong emotional cues. Others’ Emotions: There are no other people visible in the scene to observe or assess emotions. The only visible person appears serious or concerned, suggesting a tense or emotionally charged mood. Facial Action Units: eyebrow raise, eye widening, lip parting — indicating surprise or mild 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 woman’s facial expression — with slightly raised eyebrows, widened eyes, and parted lips — suggests mild surprise or concern. Her head is tilted downward slightly, and her mouth is open as if she’s in mid-sentence or reacting to what someone has said. The context indicates she’s engaged in conversation in a social setting, but the lack of smiling or other positive indicators, combined with the attentive but slightly tense posture, points more toward surprise or mild apprehension rather than happiness or strong negative emotions. The absence of others in the frame limits context, but the facial cues are consistent with surprise.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman, Rachel Green from “Friends,” is in the middle of a wedding-related situation (specifically, her wedding to Barry) that has been disrupted — likely by a blackout — causing her to react with confusion and frustration as she tries to cope with the unexpected chaos. She is seated on a couch in a living room setting, and her expression conveys disbelief or distress.
The person is conveying surprise or concern, with hands raised palms-out in a gesture of defense or questioning, while maintaining an upright, engaged posture.
The other people in the scene appear disengaged or unimpressed—either looking away, being out of focus, or showing no clear emotional response—which contributes to a tense, awkward, and slightly uncomfortable mood centered on the bride’s distress.
eyebrow raise, eye widening, lip corners slightly down
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 woman, Rachel Green from “Friends,” is in the middle of a wedding-related situation (specifically, her wedding to Barry) that has been disrupted — likely by a blackout — causing her to react with confusion and frustration as she tries to cope with the unexpected chaos. She is seated on a couch in a living room setting, and her expression conveys disbelief or distress. Body Language: The person is conveying surprise or concern, with hands raised palms-out in a gesture of defense or questioning, while maintaining an upright, engaged posture. Others’ Emotions: The other people in the scene appear disengaged or unimpressed—either looking away, being out of focus, or showing no clear emotional response—which contributes to a tense, awkward, and slightly uncomfortable mood centered on the bride’s distress. Facial Action Units: eyebrow raise, eye widening, lip corners slightly down 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
Rachel Green’s facial expression — with raised eyebrows, wide eyes, and slightly downturned lips — clearly indicates surprise or shock. Her body language, with hands raised palms-out, reinforces this as a reaction to unexpected disruption (likely the blackout mentioned in context). While there's a hint of distress, the dominant emotion is surprise at the sudden turn of events. The disengaged others amplify the focus on her startled reaction. This aligns best with “Surprise.”
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
Chandler Bing is at Monica’s apartment during a baby shower, visibly frustrated and uncomfortable because he’s being forced to wear an absurd outfit. The scene takes place in the living room, and his tense expression and body language reflect his annoyance with the situation.
The person is gesturing with an open hand while standing upright with a slightly hunched posture and a narrowed gaze, conveying frustration or assertion.
The other people in the scene appear to be neutral or mildly engaged, with their emotions not clearly discernible due to blurriness and angle. However, their presence and actions suggest they are involved in an unfolding situation that is causing Chandler distress, contributing to an overall tense and emotionally charged mood.
Surprise with a hint of 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: Chandler Bing is at Monica’s apartment during a baby shower, visibly frustrated and uncomfortable because he’s being forced to wear an absurd outfit. The scene takes place in the living room, and his tense expression and body language reflect his annoyance with the situation. Body Language: The person is gesturing with an open hand while standing upright with a slightly hunched posture and a narrowed gaze, conveying frustration or assertion. Others’ Emotions: The other people in the scene appear to be neutral or mildly engaged, with their emotions not clearly discernible due to blurriness and angle. However, their presence and actions suggest they are involved in an unfolding situation that is causing Chandler distress, contributing to an overall tense and emotionally charged mood. Facial Action Units: Surprise with a hint of 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}>
Angry
While the facial expression includes elements of surprise (raised eyebrows, widened eyes), the overall context, body language (open-handed gesture, slightly hunched posture, narrowed gaze), and the scenario (being forced into an uncomfortable outfit during a baby shower) strongly indicate frustration and annoyance. The emotion is not primarily surprise or fear, but rather a blend of irritation and exasperation — best classified as "Angry" within the given emotion set, as it aligns with the dominant emotional state conveyed by his posture and the situation. The facial expression may reflect surprise at the absurdity, but the body language and context point to anger.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
Rachel Green is in Monica’s apartment kitchen, on the phone with her mother, and is visibly shocked or surprised by what she is hearing.
Surprised or shocked, with an open mouth, raised hand gesture, and forward-leaning posture indicating emotional engagement.
There are no other people visible in the scene, so no emotions from others can be observed or inferred. The emotional tone is centered on Rachel’s own reaction, which appears to be one of surprise or shock.
eyebrows raised, lips parted, indicating surprise or shock
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: Rachel Green is in Monica’s apartment kitchen, on the phone with her mother, and is visibly shocked or surprised by what she is hearing. Body Language: Surprised or shocked, with an open mouth, raised hand gesture, and forward-leaning posture indicating emotional engagement. Others’ Emotions: There are no other people visible in the scene, so no emotions from others can be observed or inferred. The emotional tone is centered on Rachel’s own reaction, which appears to be one of surprise or shock. Facial Action Units: eyebrows raised, lips parted, indicating surprise or shock 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
Rachel Green’s facial expression, with raised eyebrows and an open mouth, combined with her forward-leaning posture and raised hand gesture, strongly indicates surprise or shock. The context of her being on the phone with her mother and reacting to something unexpected further supports this emotion. There are no visible cues of anger, disgust, fear, happiness, or sadness — the dominant emotion is surprise.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
Rachel Green is in her kitchen, engaged in a serious phone call that appears to be emotionally taxing, as suggested by her focused and concerned facial expression. The environment is a cluttered, homey kitchen, likely from the apartment in the TV show “Friends,” where she is handling a personal matter on the phone.
The person appears contemplative or concerned, with a focused, slightly downward gaze and relaxed but attentive posture, suggesting she is deeply engaged in listening or thinking during the phone call.
There are no other people visible in the scene, so their emotions cannot be assessed. The overall mood is centered on the woman’s focused and possibly serious emotional state.
brow furrow, lip tension, jaw clench — indicating worry or stress
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: Rachel Green is in her kitchen, engaged in a serious phone call that appears to be emotionally taxing, as suggested by her focused and concerned facial expression. The environment is a cluttered, homey kitchen, likely from the apartment in the TV show “Friends,” where she is handling a personal matter on the phone. Body Language: The person appears contemplative or concerned, with a focused, slightly downward gaze and relaxed but attentive posture, suggesting she is deeply engaged in listening or thinking during the phone call. Others’ Emotions: There are no other people visible in the scene, so their emotions cannot be assessed. The overall mood is centered on the woman’s focused and possibly serious emotional state. Facial Action Units: brow furrow, lip tension, jaw clench — indicating worry or stress 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
Rachel Green’s facial expression, with slightly furrowed brows and tense lips, combined with her focused downward gaze and attentive posture, suggests she is processing difficult or emotionally heavy information during the phone call. There are no signs of overt anger, fear, or joy — rather, the expression conveys deep concern, worry, or sadness, consistent with someone receiving bad news or being involved in a serious personal conversation.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man is in a casual indoor setting, likely reacting with surprise or concern to something unexpected or startling that has just occurred during a conversation with another person.
Concerned or surprised, leaning slightly forward with a downward gaze and open mouth.
No other people are visible or discernible in the scene, so their emotions cannot be assessed. The overall mood is one of suspense or emotional intensity, driven solely by the man’s surprised or concerned expression.
eyebrows raised, eyes wide, mouth corners down (surprise with apprehension)
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 man is in a casual indoor setting, likely reacting with surprise or concern to something unexpected or startling that has just occurred during a conversation with another person. Body Language: Concerned or surprised, leaning slightly forward with a downward gaze and open mouth. Others’ Emotions: No other people are visible or discernible in the scene, so their emotions cannot be assessed. The overall mood is one of suspense or emotional intensity, driven solely by the man’s surprised or concerned expression. Facial Action Units: eyebrows raised, eyes wide, mouth corners down (surprise with apprehension) 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 man's facial expression — with raised eyebrows, wide eyes, and a slightly downturned mouth — is a classic indicator of surprise mixed with apprehension or concern. His body language, including leaning forward and looking downward, reinforces that he is reacting to something unexpected or potentially alarming. The context suggests a moment of suspense or emotional tension, and while not outright fearful, his expression is best categorized as surprise with an undertone of worry. Given the options, "Surprise" best captures the dominant emotion.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in an office-like setting, sitting at a desk with a bookshelf behind her, engaged in a phone call that has clearly upset her, as indicated by her worried and distressed facial expression. She may be dealing with bad news or an urgent personal or professional issue.
The person is leaning forward with a tense posture, wide eyes, and a furrowed brow, indicating anxiety or distress while engaged in a phone conversation.
No other people are visible in the scene, so no emotions from others can be observed or described. The overall mood is centered on the woman’s apparent concern or distress, isolated in her office setting.
eyebrow raise, eye widening, mouth parting, lip tension — conveying worry or 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 woman is in an office-like setting, sitting at a desk with a bookshelf behind her, engaged in a phone call that has clearly upset her, as indicated by her worried and distressed facial expression. She may be dealing with bad news or an urgent personal or professional issue. Body Language: The person is leaning forward with a tense posture, wide eyes, and a furrowed brow, indicating anxiety or distress while engaged in a phone conversation. Others’ Emotions: No other people are visible in the scene, so no emotions from others can be observed or described. The overall mood is centered on the woman’s apparent concern or distress, isolated in her office setting. Facial Action Units: eyebrow raise, eye widening, mouth parting, lip tension — conveying worry or 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 woman’s facial expression — characterized by raised eyebrows, wide eyes, a slightly parted mouth, and tense lips — along with her forward-leaning, tense posture during the phone call, strongly indicates anxiety or worry. The context suggests she is receiving distressing or urgent news. While fear or sadness are possible, the most accurate emotion conveyed by her expression and body language is anxiety, which falls under the broader category of “Worry” or “Anxiety” in emotion recognition — but since “Anxiety” isn’t an option, the closest match among the given choices is “Sad,” as distress often manifests as sadness. However, “Fear” is also plausible due to the wide eyes and tense expression. Given the options, “Fear” best captures the immediate emotional state of alarm or concern.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man, positioned at the center of a busy gym, is captured mid-exercise with an intense, possibly surprised or confrontational expression. The environment is filled with other people working out, indicating a lively and active fitness setting. His direct gaze suggests he’s engaging with someone (possibly the camera or an unseen person), making his emotional state the key focus of the scene.
Focused and engaged, with an intense facial expression suggesting effort or determination.
The other people in the scene appear focused, neutral, or slightly fatigued, reflecting a typical, routine gym atmosphere with no strong emotional expressions. The overall mood is calm, indifferent, and task-oriented.
eyebrow raise, lip parting — indicating concentration and effort during physical activity
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 man, positioned at the center of a busy gym, is captured mid-exercise with an intense, possibly surprised or confrontational expression. The environment is filled with other people working out, indicating a lively and active fitness setting. His direct gaze suggests he’s engaging with someone (possibly the camera or an unseen person), making his emotional state the key focus of the scene. Body Language: Focused and engaged, with an intense facial expression suggesting effort or determination. Others’ Emotions: The other people in the scene appear focused, neutral, or slightly fatigued, reflecting a typical, routine gym atmosphere with no strong emotional expressions. The overall mood is calm, indifferent, and task-oriented. Facial Action Units: eyebrow raise, lip parting — indicating concentration and effort during physical activity 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 man’s facial expression, with raised eyebrows and parted lips, combined with his intense gaze and the context of him being mid-exercise, suggests he is exerting effort and concentration. While there may be an element of surprise or confrontation due to his direct engagement with the camera, the dominant emotion is one of focused determination, not anger, fear, or surprise. The overall context — a routine gym environment with others calmly working out — reinforces that his expression is primarily driven by physical exertion and mental focus, making "Neutral" the most accurate classification for his emotional state in this context.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
Samantha Jones, a public relations executive and unmarried woman, is seated at a social gathering, possibly a dinner or cocktail party in a dimly lit restaurant or bar. She is holding a drink and appears to be engaged in or observing a conversation, with a slight, thoughtful expression on her face.
Relaxed, confident, and socially engaged
The other people in the scene appear neutral and unengaged, contributing to a casual, low-key social atmosphere with no strong emotional influence on Samantha Jones.
Lip corner pull, slight smile; Emotional meaning: amusement or contentment.
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: Samantha Jones, a public relations executive and unmarried woman, is seated at a social gathering, possibly a dinner or cocktail party in a dimly lit restaurant or bar. She is holding a drink and appears to be engaged in or observing a conversation, with a slight, thoughtful expression on her face. Body Language: Relaxed, confident, and socially engaged Others’ Emotions: The other people in the scene appear neutral and unengaged, contributing to a casual, low-key social atmosphere with no strong emotional influence on Samantha Jones. Facial Action Units: Lip corner pull, slight smile; Emotional meaning: amusement or contentment. 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
Samantha Jones displays a slight, knowing smile with her lips pulled upward at the corners, suggesting amusement or contentment. Her gaze is directed slightly away, indicating she is thoughtfully observing or engaged in a conversation, but not overtly excited or distressed. The overall body language is relaxed and confident, and the context — a casual social gathering — supports a positive, low-key emotional state. There are no signs of anger, fear, sadness, or surprise. The emotion is best described as contentment or mild amusement.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is seated in a booth at a restaurant, engaged in a conversation with another person across the table. She holds a drink and appears attentive, suggesting she is actively listening or responding. The environment is casual and social, typical of a dining scene.
Engaged and attentive, with an open posture suggesting active participation in the conversation.
The other people in the scene appear neutral or detached, with no clear signs of strong emotion — one person seems to be observing passively, while others are not visibly engaged. This creates an overall mood of subdued tension or quiet observation, with the woman’s emotional state being the focal point of emotional activity.
eyebrow raise, eye widening, mouth parting — indicating surprise 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: The woman is seated in a booth at a restaurant, engaged in a conversation with another person across the table. She holds a drink and appears attentive, suggesting she is actively listening or responding. The environment is casual and social, typical of a dining scene. Body Language: Engaged and attentive, with an open posture suggesting active participation in the conversation. Others’ Emotions: The other people in the scene appear neutral or detached, with no clear signs of strong emotion — one person seems to be observing passively, while others are not visibly engaged. This creates an overall mood of subdued tension or quiet observation, with the woman’s emotional state being the focal point of emotional activity. Facial Action Units: eyebrow raise, eye widening, mouth parting — indicating surprise 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}>
Surprise
The woman’s facial expression — specifically the eyebrow raise, eye widening, and mouth parting — strongly suggests surprise or skepticism. Her body language is attentive and engaged, indicating she is reacting to something the other person has said. The context of a casual conversation in a restaurant, combined with the neutral or detached expressions of others, amplifies the focus on her emotional response. There are no indicators of anger, fear, disgust, or sadness; the expression is more reactive and questioning. Hence, the emotion is best categorized as Surprise.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is engaged in a serious conversation with another person in a relaxed, indoor home setting, possibly during a casual meal or snack. Her focused and earnest expression suggests she is making an important point or responding with emotional weight to what the other person has said.
Engaged and expressive, leaning slightly forward with wide eyes and an open mouth, indicating active communication or emotional involvement.
The other person’s emotions are indeterminable due to lack of visible facial expression or body language. The overall emotional tone of the scene is tense or confrontational, as suggested by the visible person’s expressive and concerned look.
No visible facial action units; insufficient facial data for emotion recognition.
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 woman is engaged in a serious conversation with another person in a relaxed, indoor home setting, possibly during a casual meal or snack. Her focused and earnest expression suggests she is making an important point or responding with emotional weight to what the other person has said. Body Language: Engaged and expressive, leaning slightly forward with wide eyes and an open mouth, indicating active communication or emotional involvement. Others’ Emotions: The other person’s emotions are indeterminable due to lack of visible facial expression or body language. The overall emotional tone of the scene is tense or confrontational, as suggested by the visible person’s expressive and concerned look. Facial Action Units: No visible facial action units; insufficient facial data for emotion recognition. 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 woman's facial expression—wide eyes, slightly open mouth, and direct gaze—conveys earnestness and emotional engagement. She appears to be speaking with conviction, possibly conveying concern or urgency. Although her expression is not overtly angry or sad, the context of a serious conversation and her intense focus suggest an emotionally charged moment, leaning toward concern or seriousness. Since "Surprise" is not appropriate (no widened eyes of shock), and "Angry" or "Sad" are too extreme without clear indicators, the most fitting emotion based on her engaged, earnest demeanor is "Surprise" only if we interpret it as being caught off-guard by the conversation. But given the context, “Surprise” doesn't align well. The best match is actually “Concern” or “Seriousness,” but since “Concern” is not an option, and “Surprise” is the only one that can reflect a startled, engaged reaction, and given her slightly open mouth and wide eyes, it's the closest match among the given choices. However, “Neutral” is often chosen when the emotion is unclear or when it’s an earnest, focused expression without overt emotion. Given that “Surprise” is the only emotion that can reasonably reflect an engaged, reactive state, and her expression does not match “Happy,” “Sad,” “Angry,” or “Fear” clearly, we must pick the best available option — “Surprise” is the most plausible among the given choices, as it can encompass an emotionally reactive, attentive state. But actually, “Surprise” is not accurate — she appears more focused or concerned. Since "Surprise" is not truly accurate, and "Neutral" is often chosen when emotion is ambiguous, but her expression is clearly not neutral — the most appropriate answer is “Surprise” if forced to choose from the given set, despite it being slightly inaccurate.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The scene takes place at a formal event, likely a wedding or gala, indicated by the floral arrangements and formal attire. The woman appears to be reacting emotionally to an unexpected situation, possibly with surprise, shock, or concern, suggesting a pivotal or dramatic moment in the narrative.
Alert and slightly surprised, with direct gaze and open mouth suggesting engagement or reaction.
There are no other people visible in the scene to assess their emotions; the emotional tone is centered on the woman’s expression of shock or distress.
eyebrow raise, lip parting, slight surprise or apprehension
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 a formal event, likely a wedding or gala, indicated by the floral arrangements and formal attire. The woman appears to be reacting emotionally to an unexpected situation, possibly with surprise, shock, or concern, suggesting a pivotal or dramatic moment in the narrative. Body Language: Alert and slightly surprised, with direct gaze and open mouth suggesting engagement or reaction. Others’ Emotions: There are no other people visible in the scene to assess their emotions; the emotional tone is centered on the woman’s expression of shock or distress. Facial Action Units: eyebrow raise, lip parting, slight surprise or apprehension 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 woman’s facial expression—elevated eyebrows, parted lips, and wide, focused eyes—clearly indicates a moment of surprise or shock. Her direct gaze and open-mouthed expression suggest she is reacting to something unexpected or emotionally charged, consistent with the context of a formal event where such a reaction might signal a dramatic turn. There are no indicators of anger, fear, sadness, or happiness; the expression is best categorized as surprise, possibly tinged with apprehension or concern.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man is in a small candy and gum shop, and his concerned expression suggests he is reacting to a customer or an unfolding situation. The store’s environment is modest, with green walls and various gum and candy boxes on a shelf behind him.
Neutral with slight concern; head turned, focused gaze, relaxed posture, attentive and contemplative.
There are no other people visible in the scene, so no emotions from others can be observed or inferred. The mood is solitary and focused, centered on the man’s own expression.
AU1 (inner brow raise), AU4 (brow lowering), AU12 (eye narrowing) — indicating skepticism, caution, or mild 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 man is in a small candy and gum shop, and his concerned expression suggests he is reacting to a customer or an unfolding situation. The store’s environment is modest, with green walls and various gum and candy boxes on a shelf behind him. Body Language: Neutral with slight concern; head turned, focused gaze, relaxed posture, attentive and contemplative. Others’ Emotions: There are no other people visible in the scene, so no emotions from others can be observed or inferred. The mood is solitary and focused, centered on the man’s own expression. Facial Action Units: AU1 (inner brow raise), AU4 (brow lowering), AU12 (eye narrowing) — indicating skepticism, caution, or mild 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}>
Neutral
The man’s facial expression, marked by slightly raised inner brows (AU1), lowered brows (AU4), and narrowed eyes (AU12), conveys a cautious, skeptical, or mildly concerned demeanor. His focused gaze and neutral body posture suggest he is attentively processing something — perhaps a customer’s request or an unexpected situation — without overt anger, fear, or sadness. The context of a small shop and his attentive stance reinforces a state of mild concern or contemplation rather than strong emotion. While not explicitly “neutral,” the emotion is most accurately described as a restrained concern, which falls under “Neutral” in basic emotion categories when no stronger emotion is present.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
In a formal indoor gathering, the highlighted woman is reacting with surprise or concern to something occurring off-screen, likely an unexpected or emotionally charged moment at a social event.
Attentive with mild surprise or concern
The other people in the scene exhibit mild curiosity or amusement — the woman behind is smiling, the man beside is attentive, and the partially visible man seems distracted. The overall mood is social and light, with a tone of shared observation rather than strong emotion.
eyebrows raised, eyes wide, lips slightly parted — indicating surprise or mild alarm
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 formal indoor gathering, the highlighted woman is reacting with surprise or concern to something occurring off-screen, likely an unexpected or emotionally charged moment at a social event. Body Language: Attentive with mild surprise or concern Others’ Emotions: The other people in the scene exhibit mild curiosity or amusement — the woman behind is smiling, the man beside is attentive, and the partially visible man seems distracted. The overall mood is social and light, with a tone of shared observation rather than strong emotion. Facial Action Units: eyebrows raised, eyes wide, lips slightly parted — indicating surprise or mild alarm 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 woman’s facial expression — with raised eyebrows, wide eyes, and slightly parted lips — is a classic indicator of surprise or mild alarm. Her body language, being attentive and looking off-screen, reinforces that she is reacting to an unexpected event. The context of a social gathering and the reactions of others (who appear amused or curious, not alarmed) suggest this is a moment of surprise rather than fear or anger. The emotion is best captured as “Surprise,” as it aligns with the facial cues and context without implying any negative valence.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in a modern, indoor setting (likely a home or boutique) and appears to be engaged in a conversation with an off-screen person, showing a subtle, amused or intrigued expression.
Attentive and engaged in conversation, with a slightly inquisitive or skeptical expression.
There are no other people in the scene to observe emotions from. The mood is focused solely on the target individual, who appears concerned or skeptical.
eyebrow raise, lip parting — suggesting mild surprise 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: The woman is in a modern, indoor setting (likely a home or boutique) and appears to be engaged in a conversation with an off-screen person, showing a subtle, amused or intrigued expression. Body Language: Attentive and engaged in conversation, with a slightly inquisitive or skeptical expression. Others’ Emotions: There are no other people in the scene to observe emotions from. The mood is focused solely on the target individual, who appears concerned or skeptical. Facial Action Units: eyebrow raise, lip parting — suggesting mild surprise 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}>
Surprise
The woman’s facial expression, including a slight eyebrow raise and parted lips, indicates mild surprise or skepticism. Her attentive gaze and engaged posture suggest she is processing information or reacting to something unexpected or intriguing in the conversation. While not overtly amused or happy, her expression leans toward curiosity or slight disbelief, which best aligns with “Surprise” as a nuanced emotional response. The context supports this as an engaged, non-hostile reaction rather than fear, anger, or disgust.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
A man in a suit appears serious and contemplative, possibly skeptical or focused, in a modern, professional interior space with shelves and bags in the background. He seems engaged in an important conversation or situation that requires his full attention.
Serious, contemplative, and slightly withdrawn.
There are no other people visible in the scene, so their emotions cannot be observed or assessed. The overall emotional tone is solitary and contemplative, centered around the single man’s serious and introspective expression.
eyebrow raise (AU 1), lip corner pull (AU 12, subtle), lip corner down (AU 15), jaw tension (AU 24, implied). Emotional interpretation: caution, skepticism, or mild annoyance.
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 suit appears serious and contemplative, possibly skeptical or focused, in a modern, professional interior space with shelves and bags in the background. He seems engaged in an important conversation or situation that requires his full attention. Body Language: Serious, contemplative, and slightly withdrawn. Others’ Emotions: There are no other people visible in the scene, so their emotions cannot be observed or assessed. The overall emotional tone is solitary and contemplative, centered around the single man’s serious and introspective expression. Facial Action Units: eyebrow raise (AU 1), lip corner pull (AU 12, subtle), lip corner down (AU 15), jaw tension (AU 24, implied). Emotional interpretation: caution, skepticism, or mild annoyance. 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 man’s expression combines subtle eyebrow raise (suggesting skepticism or alertness), slightly pulled-down lip corners (indicating displeasure or seriousness), and implied jaw tension — all pointing to a state of cautious observation or mild irritation rather than strong negative or positive emotion. His body language is withdrawn and focused, reinforcing a contemplative, guarded demeanor. Given the context of a professional setting and his apparent engagement in a serious situation, the emotion is best characterized as cautious skepticism or mild annoyance, which falls under “Neutral” in most emotion recognition systems since it doesn't convey a dominant primary emotion like anger or sadness — it's more of a controlled, evaluative state.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The man, likely a customer or employee, is seated in a modern retail boutique, possibly engaged in a serious or tense conversation. His focused, skeptical expression suggests he is either evaluating a situation, object, or person, or is reacting to something he finds unsatisfactory or unusual. The environment, with designer bags and minimalist decor, reinforces the context of a high-end retail or possibly a scene from a film (notable for its cinematic framing).
Sadness or deep contemplation
There are no other people visible in the scene, so their emotions cannot be assessed. The overall emotional tone is solitary and focused, centered on the man’s intense expression.
AU1, AU4, AU25
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 man, likely a customer or employee, is seated in a modern retail boutique, possibly engaged in a serious or tense conversation. His focused, skeptical expression suggests he is either evaluating a situation, object, or person, or is reacting to something he finds unsatisfactory or unusual. The environment, with designer bags and minimalist decor, reinforces the context of a high-end retail or possibly a scene from a film (notable for its cinematic framing). Body Language: Sadness or deep contemplation Others’ Emotions: There are no other people visible in the scene, so their emotions cannot be assessed. The overall emotional tone is solitary and focused, centered on the man’s intense expression. Facial Action Units: AU1, AU4, AU25 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 man’s expression, characterized by narrowed eyes (AU4), slight brow lowering (AU1), and a downturned mouth (AU25), conveys skepticism, disapproval, or unease. His posture is tense, and his gaze is fixed and critical, indicating he is not emotionally relaxed or content. While sadness might involve more tearfulness or a prolonged downturn, this expression is more aligned with evaluative skepticism or mild annoyance — fitting “Neutral” only if we’re forced to choose, but the most accurate emotion is “Sadness” given the context of contemplation and downcast gaze — however, the action units suggest more skepticism. Re-evaluating: AU1 and AU4 suggest concern or disapproval, AU25 suggests sadness. The dominant emotion is one of disappointment or dissatisfaction, which leans toward “Sadness” or “Disgust.” Given the seriousness and focus, and the lack of anger or fear indicators, “Sadness” is most fitting if we interpret it as disappointment rather than sorrow. The context suggests he’s evaluating something unfavorable — possibly disappointment — which is closer to Sadness than Anger or Disgust. However, AU1+AU4 often indicate suspicion or concern, which is more “Neutral” or “Skeptical.” Since “Sadness” is the only emotion among the options that can be reasonably inferred from AU25 (downward mouth, downturned lips), and the overall context suggests emotional weight (not just neutral assessment), Sadness is the best match. However, “Disgust” would involve more wrinkled nose and upper lip curling — not present. “Neutral” is too flat. “Sadness” is most consistent with the facial expression.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
A woman is playfully exaggerating her enjoyment while eating broccoli in a casual dining setting, likely as part of a comedic scene, with other people present in a social environment.
The body language conveys focused engagement with the act of eating, with a slightly tilted head, open mouth, and hands actively holding the fork — suggesting a moment of casual, immersive, or even theatrical enjoyment.
The other people in the scene appear amused, neutral, or bemused, creating a lighthearted, comedic tone that contrasts with the main subject’s exaggerated reaction.
AU 6 (Cheek raise), AU 12 (Lips part) — indicating a neutral, functional expression related to eating, not an emotional state.
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 playfully exaggerating her enjoyment while eating broccoli in a casual dining setting, likely as part of a comedic scene, with other people present in a social environment. Body Language: The body language conveys focused engagement with the act of eating, with a slightly tilted head, open mouth, and hands actively holding the fork — suggesting a moment of casual, immersive, or even theatrical enjoyment. Others’ Emotions: The other people in the scene appear amused, neutral, or bemused, creating a lighthearted, comedic tone that contrasts with the main subject’s exaggerated reaction. Facial Action Units: AU 6 (Cheek raise), AU 12 (Lips part) — indicating a neutral, functional expression related to eating, not an emotional state. 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 woman’s expression is exaggerated for comedic effect — her mouth is wide open as she prepares to eat the broccoli, her eyes are closed, and her cheeks are slightly raised, which are typical of a playful, over-the-top reaction rather than an actual emotional state. The context (comedy scene, amused onlookers) and the lack of genuine emotional cues (AU 6 and AU 12 are purely functional for eating) confirm that her emotion is not genuine happiness or any other strong feeling, but rather a neutral, performative act. Therefore, the most accurate label is “Neutral,” as she is not expressing any distinct emotion — she’s acting.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
A woman in a pink nightgown is standing in a home interior, looking with a visibly distressed or confused expression at another person who is holding a firefighter’s helmet. This suggests an emotionally charged or surprising moment, possibly related to an unexpected guest or a humorous misunderstanding.
The woman is leaning slightly forward with an open-handed, defensive or questioning posture, conveying emotional engagement, possibly confusion or frustration.
The other person's emotions are unknown as their face is not visible. The visible person is clearly frustrated or angry, creating a tense and confrontational emotional tone in the scene.
eyebrows raised, lips parted, direct gaze — indicating surprise mixed with 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 woman in a pink nightgown is standing in a home interior, looking with a visibly distressed or confused expression at another person who is holding a firefighter’s helmet. This suggests an emotionally charged or surprising moment, possibly related to an unexpected guest or a humorous misunderstanding. Body Language: The woman is leaning slightly forward with an open-handed, defensive or questioning posture, conveying emotional engagement, possibly confusion or frustration. Others’ Emotions: The other person's emotions are unknown as their face is not visible. The visible person is clearly frustrated or angry, creating a tense and confrontational emotional tone in the scene. Facial Action Units: eyebrows raised, lips parted, direct gaze — indicating surprise mixed with 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}>
Surprise
The woman’s facial expression — with raised eyebrows, parted lips, and a direct, intense gaze — conveys surprise mixed with skepticism or concern. Her body language, including leaning forward with an open-handed, slightly defensive posture, suggests she is emotionally engaged and confused or frustrated by the unexpected presence of the firefighter’s helmet. The context implies a humorous or awkward misunderstanding, so her emotion is not pure anger or fear, but rather a blend of surprise and confusion. The most fitting emotion category for this expression and context is "Surprise," as it captures the immediate reaction to an unexpected or puzzling situation.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in a private indoor setting, likely a home or office, engaged in a serious conversation with someone off-screen. Her concerned expression suggests she is emotionally invested in the topic being discussed.
The person is leaning slightly forward with an attentive posture, indicating active listening or emotional engagement in a conversation.
The other person's emotions cannot be determined due to their face being unseen. The visible woman appears focused and possibly concerned, suggesting a serious or emotionally charged conversation, but the overall mood remains ambiguous without observing the other person’s reaction.
Brow raise (AU 1), Inner brow raiser (AU 2), Brow lowering (AU 4), Lip press (AU 12), Lip stretch (AU 14) — interpreted as concern, seriousness, or cautious attention.
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 woman is in a private indoor setting, likely a home or office, engaged in a serious conversation with someone off-screen. Her concerned expression suggests she is emotionally invested in the topic being discussed. Body Language: The person is leaning slightly forward with an attentive posture, indicating active listening or emotional engagement in a conversation. Others’ Emotions: The other person's emotions cannot be determined due to their face being unseen. The visible woman appears focused and possibly concerned, suggesting a serious or emotionally charged conversation, but the overall mood remains ambiguous without observing the other person’s reaction. Facial Action Units: Brow raise (AU 1), Inner brow raiser (AU 2), Brow lowering (AU 4), Lip press (AU 12), Lip stretch (AU 14) — interpreted as concern, seriousness, or cautious attention. 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 facial expression, including raised inner brows, lowered outer brows, and pressed lips, conveys concern or seriousness rather than any strong negative or positive emotion. Her attentive posture and the context of a serious conversation suggest she is emotionally engaged but not overtly angry, sad, or fearful. The expression is best interpreted as cautious concern or focused seriousness.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is in a calm, reflective state while seated in a casual public setting like a restaurant or café, likely engaged in a quiet moment of thought or observation.
Contemplative and passive, with a neutral expression and off-camera gaze, suggesting introspection or mild disinterest.
The other person in the scene appears neutral and indifferent, likely focused on their task, contributing to an overall calm and low-emotion atmosphere.
Neutral with subtle lip corner depressor (AU14) indicating mild contemplation or disinterest.
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 woman is in a calm, reflective state while seated in a casual public setting like a restaurant or café, likely engaged in a quiet moment of thought or observation. Body Language: Contemplative and passive, with a neutral expression and off-camera gaze, suggesting introspection or mild disinterest. Others’ Emotions: The other person in the scene appears neutral and indifferent, likely focused on their task, contributing to an overall calm and low-emotion atmosphere. Facial Action Units: Neutral with subtle lip corner depressor (AU14) indicating mild contemplation or disinterest. 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 woman’s facial expression is calm and composed, with slightly downturned lips (indicative of AU14) and a neutral gaze directed away from the camera, suggesting introspection rather than any strong emotion. Her posture is relaxed and passive, and the context — a quiet public setting with no apparent conflict or excitement — supports a state of mild contemplation or disinterest. The presence of another neutral individual reinforces the low-emotion atmosphere. All indicators point to a calm, reflective state without overt emotional expression.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
In the scene, Joey Tribbiani is casually conversing with Ross Geller in the living room of Ross’s apartment. Joey is holding a small food item and has a neutral, slightly amused expression, suggesting a light-hearted, humorous moment typical of the show’s tone. The setting is a 1990s-style living room with iconic decor from "Friends."
The person is leaning slightly forward with an open posture, making eye contact, and gesturing subtly — indicating active engagement and attentiveness in the conversation.
The other person appears attentive and engaged, but their emotion is neutral or subdued due to their profile view. The overall mood is serious and focused, suggesting an earnest or potentially tense conversation.
eyebrow raise, eye widening, lip parting — indicating mild surprise or attentive 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: In the scene, Joey Tribbiani is casually conversing with Ross Geller in the living room of Ross’s apartment. Joey is holding a small food item and has a neutral, slightly amused expression, suggesting a light-hearted, humorous moment typical of the show’s tone. The setting is a 1990s-style living room with iconic decor from "Friends." Body Language: The person is leaning slightly forward with an open posture, making eye contact, and gesturing subtly — indicating active engagement and attentiveness in the conversation. Others’ Emotions: The other person appears attentive and engaged, but their emotion is neutral or subdued due to their profile view. The overall mood is serious and focused, suggesting an earnest or potentially tense conversation. Facial Action Units: eyebrow raise, eye widening, lip parting — indicating mild surprise or attentive 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}>
Surprise
The individual in the bounding box (Ross Geller) displays a facial expression that combines subtle eyebrow raise, eye widening, and slightly parted lips — classic indicators of mild surprise or attentive skepticism. His body language, leaning forward with open posture and making eye contact, suggests he is actively engaged in the conversation, not distressed or amused. Given the context of a humorous, light-hearted moment in the show, this expression is best interpreted as a mix of curiosity and mild surprise, which falls under “Surprise” in standard emotion recognition categories. The overall context (Joey’s humorous tone and Ross’s attentive reaction) supports this interpretation over “Neutral” or “Happy.”
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman appears to be in a formal dining or social setting, emotionally engaged with the man beside her, who is offering comfort or support. Her expression suggests she may be concerned or surprised, possibly reacting to something the man has said or done. The environment is intimate and upscale, indicated by the attire and warm lighting.
The woman displays engaged and emotionally connected body language, leaning into the man with her head turned toward him, indicating attentiveness and vulnerability in a moment of conversation or emotional support.
The woman appears concerned or distressed, and the man appears attentive and emotionally engaged, creating an overall mood of serious, intimate, or potentially tense emotional interaction.
eyebrows slightly raised, eyes wide and focused, mouth slightly parted — indicating surprise, interest, 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 woman appears to be in a formal dining or social setting, emotionally engaged with the man beside her, who is offering comfort or support. Her expression suggests she may be concerned or surprised, possibly reacting to something the man has said or done. The environment is intimate and upscale, indicated by the attire and warm lighting. Body Language: The woman displays engaged and emotionally connected body language, leaning into the man with her head turned toward him, indicating attentiveness and vulnerability in a moment of conversation or emotional support. Others’ Emotions: The woman appears concerned or distressed, and the man appears attentive and emotionally engaged, creating an overall mood of serious, intimate, or potentially tense emotional interaction. Facial Action Units: eyebrows slightly raised, eyes wide and focused, mouth slightly parted — indicating surprise, interest, 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 woman’s facial expression—slightly raised eyebrows, wide eyes, and a slightly parted mouth—along with her body language (leaning into the man, head turned toward him) suggests she is reacting to something unexpected or emotionally significant. The context indicates she is in a moment of vulnerability, possibly surprised or concerned, rather than distressed or fearful. The man’s supportive posture reinforces that this is an emotionally charged but not necessarily negative interaction. The combination of surprise and concern fits best as "Surprise," as it captures the reactive, attentive nature of her expression.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The person is in a professional office setting with a casual, social atmosphere. She appears to be in the middle of a conversation, reacting with a surprised or amused expression, possibly to something humorous or unexpected. The environment, with snacks and drinks on the desk, suggests a relaxed or informal interaction rather than a formal business meeting.
The person is sitting upright with hands raised and open, indicating engagement, openness, and active participation in a conversation, possibly with an element of surprise or emphasis.
There are no other people in the scene to observe emotions from; the visible person appears attentive and engaged in a conversation, suggesting an interactive and possibly earnest emotional tone.
eyebrow raise, lip parting, head tilt — indicating surprise or attentive curiosity
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 a professional office setting with a casual, social atmosphere. She appears to be in the middle of a conversation, reacting with a surprised or amused expression, possibly to something humorous or unexpected. The environment, with snacks and drinks on the desk, suggests a relaxed or informal interaction rather than a formal business meeting. Body Language: The person is sitting upright with hands raised and open, indicating engagement, openness, and active participation in a conversation, possibly with an element of surprise or emphasis. Others’ Emotions: There are no other people in the scene to observe emotions from; the visible person appears attentive and engaged in a conversation, suggesting an interactive and possibly earnest emotional tone. Facial Action Units: eyebrow raise, lip parting, head tilt — indicating surprise or attentive curiosity 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 person’s facial expression — with raised eyebrows, slightly parted lips, and a tilted head — strongly conveys surprise or amused curiosity. Combined with her open-handed, engaged body language and the casual office setting with snacks and drinks, it suggests she is reacting positively to something unexpected or humorous in the conversation. The lack of tension or negative cues (like furrowed brows or downturned mouth) rules out negative emotions. This points to a light, surprised, or amused emotional state.
3,549.855499
606.667128
4,156.522627
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>
qwen3-vl8b-instruct
The woman is seated in an indoor setting, likely a room with doors and green walls, engaged in a conversation with someone off-camera. Her expression—eyes wide and mouth open—suggests she is reacting to something surprising or emotionally charged, indicating a dramatic or pivotal moment in the scene.
Emotionally engaged and assertively communicative, with an upright posture and focused gaze indicating attentiveness and active participation in the conversation.
The other person’s emotions are unknown due to lack of visible facial expression or body language. The scene’s emotional tone is tense and confrontational, driven by the visible speaker’s assertive demeanor.
Eyebrow raise, lip part, mouth open — indicating 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 woman is seated in an indoor setting, likely a room with doors and green walls, engaged in a conversation with someone off-camera. Her expression—eyes wide and mouth open—suggests she is reacting to something surprising or emotionally charged, indicating a dramatic or pivotal moment in the scene. Body Language: Emotionally engaged and assertively communicative, with an upright posture and focused gaze indicating attentiveness and active participation in the conversation. Others’ Emotions: The other person’s emotions are unknown due to lack of visible facial expression or body language. The scene’s emotional tone is tense and confrontational, driven by the visible speaker’s assertive demeanor. Facial Action Units: Eyebrow raise, lip part, mouth open — indicating 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 woman’s wide eyes, raised eyebrows, and open mouth are classic indicators of surprise or shock. Her body language is engaged and assertive, suggesting she is reacting to something unexpected or potentially alarming in the conversation. The context describes a “dramatic or pivotal moment,” further supporting that her emotional state is not anger or fear (which might show more tension or grimacing), but rather surprise or concern. Given the facial expression, the most fitting emotion is surprise.
3,549.855499
606.667128
4,156.522627
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