My stomach lurched. Across the crowded dance floor, bathed in the lurid glow of the disco ball, stood *her*. Sarah. My chest felt like it had been suddenly and unexpectedly filled with concrete. I'd spent the last year meticulously avoiding scenarios like this. Of course, fate, in its infinite cruelty, chose a champagne-soaked wedding to reunite us.

I fumbled with my champagne flute, the delicate glass nearly slipping from my trembling fingers. Should I pretend not to see her? No, that would be worse. I plastered a smile onto my face, a grimace more than a gesture of greeting, and began the slow, agonizing trek toward her.

"Hey," I managed to croak out, my voice sounding foreign even to my own ears. Her eyes widened, a flicker of something unreadable passing over her face. The music seemed to amplify in my ears, a relentless beat hammering against my skull.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244