The critic’s words swam before Chef Jean-Luc’s eyes. He felt a throbbing ache behind his eyes and the taste of bile in his mouth. The review, a scathing critique of his innovative, experimental menu, felt like a personal attack. His carefully crafted persona, his reputation, felt like it was dissolving before his eyes.

He paced the length of his small, cluttered office, the harsh fluorescent light amplifying his discomfort. He re-read the review, each sentence a stab. He considered shutting the restaurant down.

He grabbed a bottle of water, but the tremor in his hand made it almost impossible to drink. It was as though all of his muscles had developed rigor mortis. He was frozen. His vision swam.

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