“You’ve got to be kidding me,” he muttered, staring at the newspaper clipping. The critic's assessment of his risotto was ruthless, a cruel ballet of disdain. He felt a throbbing ache in his temples.

He slammed the paper down on the counter. The normally boisterous kitchen now felt subdued, the staff moving with a hushed air. He couldn't meet their eyes.

He paced the length of the kitchen, his mind racing. He had put everything into this restaurant. The thought of losing it made him physically ill. He felt a tightening in his throat, making it difficult to breathe.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309