"Dear Mrs. Albright," the note read, the loops of the handwriting instantly recognizable. It was from Daniel, a student who'd always been overly attached. He’d gifted her a framed portrait. A painting, oil on canvas, of her. Except, in the painting, she was smiling, her eyes vacant, standing in a garden of black roses.

Her hands flew to her mouth. She could taste bile. The paint felt too real, too…fresh. The smile on the painted face was a parody of joy, a terrifying mask. She frantically looked around the room, as if expecting to see him watching her.

She had to get it out of the house. She had to throw it away. But her legs wouldn't move, and her eyes remained locked on the painting. The black roses seemed to spread, to bleed across the canvas, and her vision began to blur.

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