Liam stared at the glowing rectangle, his jaw slack. His adolescent self, in all his cringeworthy glory, was laid bare for the world to see. He read a sentence, then another, each word a fresh wound.

He slammed the laptop shut, the sudden action echoing in the quiet room. He ran a hand through his already disheveled hair, the action not soothing, but agitated. His pulse hammered against his ribs. He felt a sudden, inexplicable urge to flee, to disappear.

“No, no, no,” he muttered, the words a frantic prayer. He began pacing, the wooden floorboards creaking under his rapid strides. He was so completely undone. He could feel the bile rising in his throat.

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