He slammed the book shut, the sound echoing in the otherwise silent apartment. His heart hammered against his ribs, a frantic drumbeat against the silence. It was a biography, supposedly celebrating his life. But it was all wrong, a distorted reflection of his reality. A sickening knot tightened in his stomach as he reread a passage about a childhood incident, a private trauma now plastered across the page for the world to see.

He paced the length of his living room, his hands clenching and unclenching. He needed air, needed to escape the suffocating feeling that pressed down on him. Grabbing his coat, he fled the apartment, the anonymous faces of the city suddenly feeling like a chorus of knowing eyes.

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