A tremor ran through Amelia’s body as she reviewed the documents. It wasn’t her blood type. Not her allergies. Not her family history. She felt her breath hitch in her throat, a trapped, panicked gasp. Her pulse hammered against her ribs, a frantic drumbeat against the sudden, crushing weight in her chest.

She blinked, trying to clear her vision. The sterile white of the hospital room seemed to constrict, the fluorescent lights buzzing menacingly. She traced the unfamiliar signature at the bottom of the page, her fingers trembling. Each line of the alien medical record was a blow, a denial of the life she knew. She felt a profound sense of wrongness, a fundamental dislocation from herself.

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