“Please, sit down,” the professor said, gesturing to a chair. His voice was calm, but the student couldn't meet his eyes. He remained standing, feeling pinned down, unable to move. Sweat beaded on his forehead, and a cold shiver ran down his spine.

He felt the blood drain from his face. His voice cracked as he stammered a denial, the words sounding hollow and insignificant even to his own ears. The room spun slightly. The accusations, simple and matter-of-fact, seemed to echo in his skull.

He wanted to scream, to lash out, to do anything to make the dread subside. Instead, he just stood there, frozen, the world narrowing until the professor's face was the only thing he could see.

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