A wave of nausea crashed over Mark. He gripped the edge of his desk, his knuckles bone-white. The news, plastered across the company intranet, felt like a physical blow. Sold? After all the late nights, the sacrifices? It was a betrayal. He felt his face flush, the heat rising up his neck.

He felt a frantic need to escape, to sever the connection to this place. He stood abruptly, knocking his chair backward. The sound, amplified in the sudden silence of his cubicle, seemed deafening. He had to get out.

He stumbled out of the office, his legs heavy. The fluorescent lights seemed to flicker maliciously as he went.

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