The radio blared a commercial for "Aunt Millie's Famous Apple Pie." Michael, slumped on his sofa, felt a prickling sensation crawl up his neck. Aunt Millie? He hadn't seen his Aunt Millie in a decade. His grandmother’s apple pie recipe, the one he swore to keep secret, the one that had won him countless county fair prizes, was being blasted across the airwaves.

He felt a tightness in his chest, making it difficult to breathe. He threw the remote at the television in a fit of frustration. The action felt utterly useless, completely inadequate. He needed to understand what was going on. Why? Who? His face crumpled, and he sank further into the sofa.

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