The photograph, sent by the hospital, lay face down on the table. It was the same condition. His condition. He'd known about the diagnosis for years, of course, but the stark visual confirmation – another person, sharing this awful affliction – was a physical blow. He slowly turned it over.

The image revealed a woman, her face partially obscured by a scarf, but a visible distortion to her jaw. He felt his breath catch in his throat. A cold wave washed over him. He felt as if his very identity was being threatened. He wanted to tear the photo, to rip it to shreds, to deny its existence. Instead, he dropped his head onto the table, a low groan escaping his lips.

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