"Accept?" The word flashed on his screen. It was Andrew. Thomas felt a wave of nausea, a dizzying sensation of being tossed back into a time he'd worked so hard to escape. He'd thought he was safe. His fingers felt numb.

He recoiled from the screen, almost physically. He needed to be away from the device. He rose from his desk and walked around the room. He felt his face flush.

He thought of all the times Andrew had humiliated him, the constant put-downs. He took a bottle of water and poured himself a glass. He drank it slowly, watching the ice melt, and trying to dissolve the memory of Andrew.

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