The email shimmered on Maya’s screen, a digital serpent. She re-read the subject line: “Scholarship Revocation Notice.” Her breath hitched. The words blurred. She blinked, scrolling down, her heart hammering a frantic rhythm against her ribs. Denial clawed at her throat. This had to be a mistake. She’d worked so hard. Sweat beaded on her forehead.

She slammed her laptop shut. The sudden darkness was disorienting. Her hands trembled as she reached for her phone, intending to call the university, to demand an explanation. The screen was a smear of light. She fumbled, dropping the phone. It clattered to the floor.

Her vision swam, a dizzying carousel of panic. She could feel a coldness spreading through her limbs, a chilling tide. She had to sit down. Now. She sank into her chair, the world shrinking around her. The air seemed to have thickened, making it difficult to breathe.

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