The realization hit Carol like a physical blow. She’d been helping Mr. Davies with his grocery shopping for years, pushing his rickety old shopping cart. He’d always seemed so frail, so dependent. She found a receipt in the shopping cart, a printout from a private jeweler. A receipt for a ring. A ring worth more than her entire house.

Her pulse hammered in her ears. She remembered his complaints about the price of cat food. Her own hand instinctively went up to her throat, as though checking for her own, much simpler, necklace.

She felt a dizzying sense of confusion, like she'd stumbled into a dream, a bad dream where the world made no sense. She wanted to scream.

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