He found it taped to the underside of his car. A manila envelope, sealed with tape. He tore it open, his hands shaking so violently he could barely hold the paper. Inside, a letter. The script was unfamiliar, but the words were crystal clear. An admission. A confession. A plea for forgiveness.

He leaned against his car, the rough metal pressing into his back. His breath caught in his throat. He felt lightheaded. The world around him seemed to shrink, closing in. He stared at the letter, but the words blurred before his eyes. The world was spinning, and he desperately wanted it to stop.

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