He stared at the words, the screen glowing in the dark room. The critic had savaged his ambitious vegan tasting menu, comparing it to "a culinary experiment gone wrong". He felt a cold sweat prickle his skin.

He felt the need to flee, to be anywhere else. He buried his face in his hands, attempting to block out the harsh realities. He knew that the restaurant’s survival hung by a thread. The weight of his responsibilities was crushing.

A wave of nausea hit him. He swallowed hard, trying to regain control. The thought of letting down his investors was almost unbearable.

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