The flickering candlelight cast dancing shadows across Ethan’s face. He’d found the wallet in the alleyway behind the restaurant, a place he usually avoided. Now, the dim light revealed its contents—a thick roll of bills, more than he’d earned in a month.

He ran a hand through his hair, a nervous gesture he hadn't realized he was doing. The air grew thick, heavy. He couldn’t seem to swallow.

He looked around the room, at the bare walls, the single cot. His meager existence, his life, felt suddenly, horribly… small. He got up from his chair. The wallet felt hot in his hand.

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