The newspaper lay open on the stainless steel counter, the ink smudged from where Elias's trembling fingers had repeatedly traced the critic's damning words. His stomach churned. The review, a savage takedown of his flagship restaurant, had called his signature dish "an abomination." He felt a cold sweat prickle across his forehead. His carefully cultivated world, built on years of dedication and passion, was crumbling.

He stumbled into the walk-in, the cold air doing little to soothe the burning in his chest. Boxes of pristine produce seemed to mock him with their freshness. He needed to be alone. The weight of the world, or at least the city's opinion, was crushing him.

He closed the door behind him and sank to the floor, pulling his knees to his chest. He heard the faint sounds of his team working through the thin walls, but the noise felt distant, foreign. He could barely breathe.

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