"This can't… This can't be real." Sarah whispered, her voice barely audible. She crumpled the papers in her hands, the crisp sound a sharp, unwelcome crack in the silence of the room. A cold sweat beaded on her forehead.

She rose unsteadily, pacing the small space, the movement a frantic attempt to outrun the truth that was pressing in on her. The walls seemed to close in, the air becoming thin, difficult to breathe. Each shallow breath felt like a physical effort, a desperate struggle against a powerful force.

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