“Dad, guess what I found?” The bright, overly enthusiastic tone sliced through the quiet afternoon. He saw the gleam in his son’s eye, and a sense of dread washed over him. The old records. He’d carefully curated them, protecting their sleeves and listening to their music late at night. The boy was now spinning them at dangerously high speeds, scratching them, and generally treating them as toys. He watched his son lift a vinyl, and a sharp, stinging pain erupted in his chest. He felt faint, and had to grip the table to steady himself as he watched the needle scrape across the record's surface.

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