The screen flickered, displaying the stark truth: "Likely of Sub-Saharan African heritage." Her carefully constructed world, built on years of a different identity, began to crumble. Her breath caught in her chest, a painful constriction that wouldn't release.

She stood frozen in place, the computer screen reflecting her own stunned expression back at her. The wallpaper in her room seemed to shift, the pattern blurring and distorting. Her throat felt tight, and she had to swallow hard to keep back the rising tide of panic. The entire foundation of her existence was suddenly a lie.

She felt a desperate need to rip off her skin and become someone else. She wanted to claw at her face, tear at the roots of her hair. She ran to the bathroom, throwing up in the toilet, her stomach rejecting the very food she'd consumed.

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