The news broke over breakfast. Her face, her name, splashed across the morning news. A biography. Written without her knowledge. She choked on her cereal, the sudden information hitting her like a physical blow. Her hands trembled, spilling milk across the table. Her heart began to race, a frantic drumbeat against her ribs.

She pushed back from the table, her chair scraping against the floor. She needed to be alone, to process this information, but alone felt like being trapped. She moved, pacing the small kitchen. Every object seemed to stare at her, judging her. She was unable to think clearly.

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