“No, no, no,” Martin muttered, the words barely escaping his lips. He pushed the records away from him, as if physically repelling the information. He felt a burning sensation behind his eyes, a precursor to tears he couldn't allow to fall.

He stood up abruptly, his chair falling backward with a loud thud. He paced the small hallway outside the examination room, his hands clasped tightly behind his back. The images from the documents played on a loop in his mind, each viewing adding to his mounting unease.

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