I felt a coldness spread through me. The music seemed to become a cacophony, the happy laughter grating on my nerves. Across the room, I saw *him*. Ethan. My ex, and the reason I questioned my sanity for months. I wanted to turn around and leave, but it was too late.

A tight knot formed in my stomach. My breath caught in my throat. I suddenly felt awkward and self-conscious, as though I had forgotten how to function in public. The carefree atmosphere of the wedding felt like a trap.

He began to walk towards me, a look of polite surprise on his face. I could feel the flush rising up my neck. I wished I had chosen a different dress.

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