The list was on a ripped-out piece of notebook paper. Her mother's loopy script, usually filled with grocery lists and reminders to pay the bills, now held something utterly different. "Become a professional wrestler." Sarah's breath caught in her throat.

She clutched the paper, her fingers digging into it. "Learn to play the electric guitar." The room swam. "Build a treehouse in the backyard." Her mother, who was allergic to pollen and preferred afternoon tea. This was a nightmare.

Sarah backed away from the desk, as if the paper were a poisonous snake. "Run a marathon." "Go to Las Vegas." "Kiss a stranger." The words swam before her eyes. It was like her whole understanding of her mother, of everything, was dissolving.

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