The weight room felt colder than usual, the metal equipment glinting ominously under the harsh fluorescent lights. Coach Reynolds stood by the bench press, his face grim. Mark, his best lineman, stood before him, muscles tense, awaiting instruction. Reynolds hated this. He'd been coaching Mark since he was a scrawny freshman.

He pointed to a stack of papers on a nearby table, his finger trembling slightly. “The cuts are posted,” he managed, his voice barely a whisper. He couldn't meet Mark's eyes. He felt a sickening wave of guilt wash over him, a cold tide threatening to drown him.

Mark’s jaw tightened. He walked to the table, his steps slow and deliberate. He picked up the paper, his hands shaking so violently it was hard to hold. He stood still for a moment, then crumpled it up and threw it at 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