Her fingers traced the embossed title on the cover, a wave of sickness washing over her. The author had captured aspects of her life, interwoven them with lies and speculations. She felt exposed, vulnerable, as if the walls of her house had been replaced with transparent glass. Her breath came in short, shallow gasps.

She rose from the chair, her legs shaky beneath her, and stumbled towards the door, the book forgotten on the table. The need to escape was overwhelming, a primal urge to flee from the invasion of her privacy. She needed air, to feel something other than the crushing weight of this unveiled truth.

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