The envelope felt wrong, heavier than it should have. Inside, a letter, and a photograph. Sarah hesitated, fingertips brushing the glossy surface. The face staring back at her was… disconcertingly familiar. A younger, male version of herself. Same eyes, same crooked smile. A ghost of her father.

She dropped the photo as if it had burned her. A gasp escaped her lips. The air in the room seemed to thicken, pressing down on her. The letter offered an explanation, a tearful apology from a woman she’d never known. But Sarah couldn't focus on the words. Only the face, that unnerving echo of her own, stared back at her from the floor.

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