Rain lashed against the overflowing gutter, mirroring the tempest inside Amelia. She stared at the wallet, slick and dark in her grasp. The leather felt like a sentient thing, pulsing with the weight of its contents. She’d found it near the bus stop, snagged by the corner of her tattered umbrella.

Her breath hitched, a thin, panicked sound. She should give it to the lost and found. Absolutely. But her fingers trembled as she unzipped the compartment. It was as if her hand had a mind of its own.

Folded bills, thick and crisp, stared back at her. The sheer volume of it stole the air from her lungs. She slumped against the brick wall, the cold seeping through her coat. She couldn't breathe. What had she stumbled into?

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