The handwritten list, found tucked inside a worn journal, began with a startling simplicity: "Fall in love." Eleanor’s breath hitched. She and David had been together for almost a decade, and that was on his list? The rest of the entries felt like further stabs: “Learn to paint.” “Go to Burning Man.”

She felt a wave of dizziness, and she grabbed the edge of the table to steady herself. The room seemed to shrink, the walls closing in. The implications of this document, and the person that lay behind it, were beginning to suffocate her.

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