The silence of the library was suddenly oppressive. Sarah felt a pressure building behind her eyes. The letter, discovered in a tattered copy of *Pride and Prejudice*, lay open on the table before her, its words a cruel puzzle.

Her heart hammered against her ribs, a frantic drumbeat. She ran her hands through her hair, tangling the strands. She couldn't focus, couldn't think. The words swam before her, an impenetrable wall of confusion.

She felt a wave of dizziness wash over her. She pushed the book away, the gesture almost violent. She needed to escape, to breathe. She rose from her chair, her legs unsteady. She needed to be somewhere else, anywhere else.

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
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258