He stared at the professor, his mouth dry, his throat a desert. The office was small, the air stale with the scent of old books and something else… anxiety. He shifted, the plastic chair creaking under his weight, the sound amplifying the pounding in his ears. The professor’s words, a calm recitation of the evidence, seemed to bounce off the walls, each one a hammer blow.

His palms were slick with sweat. He clenched his hands into fists, trying to find some purchase, some way to ground himself. He wanted to shout, to deny everything, but the words wouldn't come. His tongue felt thick and useless.

He saw the professor’s pen tap against the desk, a slow, rhythmic beat that mirrored the frantic rhythm of his own pulse. The room seemed to shrink, the walls closing in, pressing down on him. All he wanted was to disappear, to vanish into thin air.

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