My heart hammered against my ribs, a frantic drumbeat against the jovial music. I saw *him*. Across the lawn, bathed in the golden light of the setting sun, stood Alex. I felt a sharp pang of anxiety I hadn’t felt in years.

I gripped the edge of my wine glass so tightly that my knuckles turned white. My breathing became shallow, and I struggled to inhale enough oxygen. A cold sweat slicked my skin. I wanted to be anywhere else.

He was heading my way, a casual smile on his face. I braced myself. The carefully constructed wall I had built around my emotions threatened to crumble.

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