The musty smell of the secondhand bookstore clung to Amelia's fingers as she carefully unfolded the brittle letter. It had fallen from between the pages of a well-worn copy of *Wuthering Heights*. She read the elegant script, each word a cold accusation. Her breath hitched. The words, addressed to her grandmother from a man she'd never heard of, detailed an affair and a secret child, a child Amelia's own mother had never known about. Her stomach lurched, and she nearly dropped the letter. The air around her suddenly felt thin, as though someone had stolen the oxygen.

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