A brief overview for analyzing expected EEG signatures: The Valence–Arousal Model
1. Valence – How pleasant or unpleasant the emotion is
High valence → pleasant, positive emotions
(joy, love, pride, relief, tenderness)
Low valence → unpleasant, negative emotions
(sadness, fear, shame, guilt, anger)
2. Arousal – How activated or calm the person is
High arousal → intense emotions with high physical or mental energy
(euphoria, anger, shock, excitement, surprise)
Low arousal → soft, relaxed, or passive emotions
(calm, melancholy, contentment, resignation)
Emotion Valence Arousal
Intense joy | High | High |
Gentle sadness | Low | Low |
Surprise | Neutral | High |
Tenderness | High | Low |
Fear | Low | High |
With an EEG headset, we can measure electrical signals in the brain that correspond to these two emotional dimensions:
Beta / Gamma waves → high activity (high arousal)
Alpha / Theta waves → relaxation (low arousal)
Certain patterns of frontal asymmetry can indicate emotional tone
(e.g., more activity in the left hemisphere often relates to positive emotions)
While it’s not possible to “read” an exact emotion, we can estimate whether someone is experiencing something:
Pleasant or unpleasant (valence)
Exciting or calming (arousal)
Proposal: 5 Main Classification Groups by EEG
Expected EEG Signature*
High valence, peak arousal at climax, followed by a gentle return to relaxation |
Medium-high valence, medium-low arousal; dominant alpha waves |
Low valence, low to medium arousal; brief beta spikes due to stress |
High valence, sustained high arousal; noticeable gamma/beta peaks |
Starts with low valence + medium arousal → ends with high valence + medium-high arousal |
#Group NameCore EmotionContrast / Turning Point Example Stories
1 | Triumph & Recovery | Hope, Pride | Fear / Uncertainty → Success | Dog recovering from emergency surgery; cat with a serious infection playing again |
2 | Everyday Bond | Tenderness, Calm | Routine ↔ Unexpected Joy | Annual check-up where the dog jumps on the vet; peaceful nail trimming with affection |
3 | The Final Goodbye | Sadness, Gratitude | Loss ↔ Celebration of Life | Euthanasia surrounded by love; final photo with the vet after years of shared care |
4 | Adventures & Chaos | Joy, Surprise | Chaos ↔ Laughter | Puppies escaping through the clinic; cat climbing a curtain; owner bursting out laughing |
5 | Rescue & New Beginnings | Relief, Love | Danger ↔ Safety | Stray dog adopted into a family; serious injury healed and now living a full life |
We plan to interview five individuals, one representing each emotional group. The interview will follow this simple script:
1️⃣ Short title (e.g. “From the streets to the sofa”)
2️⃣ Suggested group (choose one from 1 to 5)
3️⃣ Context (2–3 sentences): What was happening before the photo was taken?
4️⃣ Captured moment (1 sentence): What exactly do we see in the image?
5️⃣ Outcome / turning point (1–2 sentences): How does the story end?
6️⃣ Emotions felt (check up to 3): joy, relief, pride, etc.
This structure will provide consistent metadata to support the editing of each emotional video and allow us to classify them with a clear narrative purpose.
Each of the five people represents one of the five major emotional groups. This will give us a storytelling sample for each emotional arc. What matters most is the rich emotional information surrounding each narrative, as captured through this interview script.
AI variation by parameters
initial reference
AI styles
real brush sample
real brush sample
key real brush sample