The photographer called for the bouquet toss, and everyone gathered, ready. Amelia, caught up in the festive atmosphere, laughed, positioning herself among the other single women. Then, she saw him. Standing near the back of the group, arms crossed, was Daniel. His gaze met hers, and Amelia felt the blood drain from her face.

It was as if someone had pulled a plug on the world. The music seemed to fade, the colors of the decorations dulled. Her breath hitched. She became intensely conscious of her own body, of the way her fingers trembled as they clutched the hem of her dress.

She felt the urgent need to flee. She had to, to escape the sudden feeling of exposure, of vulnerability. She felt vulnerable. She subtly began to move back, hoping to avoid any interaction.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255