The ringing in her ears was a persistent distraction. She sat across from her trainee, a young man named Michael, and tried to concentrate on the project presentation, but her thoughts were elsewhere. Her eyes kept darting to her desk, the empty space she would be soon leaving, and how quickly it would be filled.

"Okay," she said, her voice shaking, "Let me know if you have any questions." Her throat felt tight, and she had trouble swallowing.

He watched Michael, his movements quick, his mind sharp, and felt a profound sense of inadequacy. The room seemed to spin slightly. The world around her felt out of focus, as if viewed through a distorted lens.

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