The professor’s words echoed in Leo's head, each syllable a brutal chime. He sat rigid in his chair, unable to form a coherent thought. A hollow ache bloomed in his chest. His future, carefully planned and so close, now seemed to crumble like dry leaves.

His hands shook as he tried to pick up his pen, but his fingers fumbled, the pen clattering to the desk. He couldn't seem to focus. He was suddenly aware of his ragged breathing. Sweat prickled across his skin. He wanted to scream, to lash out, but all that came was a weak, involuntary whimper.

He felt like a stranger trapped inside his own body. He had to escape, to run, to hide.

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