The nursery felt too warm. Laura couldn’t breathe. She stared at the drawing, propped up against the crib. The familiar figure, a grotesque parody of a human, stared back. She ran a shaking hand through her hair, her eyes darting around the room, as if expecting the figure to step out of the page.

She had tried so hard to forget. To bury the memories. But here it was again, reborn in the innocent hands of her nephew, Ethan.

Her palms began to sweat. She wanted to scream. She had to leave the room. She felt a need to put as much space between herself and the drawing as possible.

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