"What?!" Maya shrieked, the volume surprising even herself. The waitress, a woman she’d known for years, winced. The words "closing permanently" were plastered across the chalkboard menu. A coldness settled into her bones.

Her palms began to sweat. She felt as though the floor was tilting. This wasn’t just a restaurant; it was a sanctuary. Where would she go for her monthly dinner with her mother?

Maya reached for her water glass, her hand fumbling. She knocked it over, sending water cascading across the table. Her cheeks burned. 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