The lawyer droned on about clauses and percentages. Her brother, Ethan, barely seemed to listen, coolly sipping water. Elena, however, felt a cold sweat prickle her skin. She had the art collection – the famous portraits, the sculptures, the priceless artifacts. Ethan had the controlling interest in the family tech empire.

She entered the gallery. The paintings seemed to leer at her, the statues’ shadows long and distorted. She approached a particularly unsettling portrait, a self-portrait by a distant relative. The eyes seemed to shift, following her. She felt like she was being watched. A sudden, powerful urge to run swept through her, but she stayed rooted to the spot, afraid to move.

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