The small, leather-bound book sat innocently on the table. It was a well-written memoir, dedicated, β€œTo Ms. Johnson, for inspiration.” The author: Bethany, a student who had a troubled home life, a child that Ms. Johnson had always believed in.

She flipped through the pages, but the words blurred before her eyes. The air felt thin, difficult to breathe. A cold sweat erupted across her brow.

She slammed the book shut and backed away, bumping into the wall. Her hands were clammy. She wanted to scream.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258