Liam felt his stomach clench. He’d just overheard Sarah, from accounting, talking about her childhood. Now, she was describing her summers at Camp Clearwater. A place Liam had also, regrettably, attended. His palms began to sweat.

"Oh, the talent show was *hilarious* that year," she was saying, giggling. "Remember the time someone tried to juggle flaming torches?" Liam felt the blood drain from his face. He remembered. He was the one who'd tried to juggle the torches.

He cleared his throat, trying to sound casual. "Camp Clearwater, huh? Small world." He quickly excused himself, mumbling something about a forgotten spreadsheet, and practically sprinted back to his cubicle. The fluorescent lights seemed to hum with an oppressive familiarity.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244