The kitchen, usually a symphony of organized chaos, felt alien, the clatter of pots and pans suddenly grating on Elias's nerves. The review, a venomous indictment of his new menu, lay crumpled on the counter. He felt an icy grip tighten around his chest, squeezing the air from his lungs.

He barked an order, his voice harsher than he intended. The sous chef flinched. He regretted it instantly. His hands were shaking so badly that he spilled some sauce.

He grabbed his coat and bolted, needing to get out, needing to be away from the judging eyes of his crew. The city outside, a place he usually found inspiring, felt oppressive. The pressure mounted.

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