The car engine idled, a low, menacing rumble that mirrored the churning inside her. Maya gripped the steering wheel so tightly her knuckles were white. She'd stumbled upon the wallet in the parking lot of the grocery store.

She glanced at the passenger seat. The money, a mountain of it, pulsed with an almost tangible energy. She should go to the police. She had to.

She fumbled with the key, nearly dropping it. Her reflection in the rearview mirror stared back at her, a stranger's face. Her heart hammered against her ribs, a frantic rhythm that threatened to break free.

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