A cold hand squeezed his chest. Michael’s palms grew slick. He sat frozen in the campus cafeteria, the news a lead weight in his stomach. The scholarship letter, now a lie, crumpled in his hand. He’d told his parents, he'd celebrated. How could he face them now?

His vision swam. The clatter of trays, the murmur of conversations, all receded into a dull, distant noise. He felt a sudden, desperate urge to flee, to disappear. He pushed his chair back with a scraping sound that echoed loudly in his ears.

He saw the Dean’s office, a place of power and finality. He had to go there. He had to plead. He had to try to fix this. But his feet felt rooted to the spot, a feeling of being completely and utterly paralyzed.

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