The silence in the cramped office was deafening. John could hear the frantic pounding of his own heart. He read the email again, but the words didn’t make sense. Dr. Evans: Resignation. Effective immediately. His mind reeled. His thesis was half-finished, a tangled mess of ideas and data.

He felt a searing heat spread across his face. He pushed away from his desk. The room seemed to spin. The familiar posters, the cluttered bookshelves, everything appeared to be moving, shifting. He stumbled to the window, needing air.

Outside, the campus, usually buzzing with life, now felt sinister, the sun's rays too bright. The sudden, uninvited emptiness within him was a vast, yawning chasm. What was he supposed to do?

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244