The bookstore clerk, a young man with a pierced eyebrow, simply shrugged. "It's been selling well. People love it. A real page-turner." Clara stared at the book, her name emblazoned across the cover. She didn’t remember giving any interviews. She didn't have any contact with writers. The book detailed her early years, her dreams of being a dancer and her crushing disappointment when she was unable to continue. She felt a choking sensation, her breathing labored.

She backed away from the display, her legs feeling unsteady. Her vision blurred, and the brightly lit shop began to spin. Her hands flew to her mouth, stifling a sob. She fought to control her breath, to remain calm. She knew she needed to get out of there, away from the prying eyes of the other shoppers, away from the book that held her entire life.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309