The phone slipped from Sarah's grasp, clattering to the floor. The news blazed across the screen – her AI-powered tutoring system, the one she’d sworn would change education, was already out there, under someone else's name. A burning sensation flared in her chest, a heat that seemed to consume her from the inside out.

She stared blankly at the fallen phone, her ears ringing. The vibrant colors of her home seemed to have faded to monochrome. She felt the sudden urge to flee, to disappear. She was sickened by the betrayal of fate.

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