The world seemed to tilt on its axis. "Karaoke night, Saturday!" The words on the flyer, plastered across the town square, jumped out at Chloe. It was from Ben, her best friend. *Her* Saturday was the day she'd booked the local theater for a stage show celebrating her acting career.

Chloe gripped the flyer, her fingers digging into the paper. Her breath came in ragged bursts, each inhalation a struggle. She could feel a flush creeping up her cheeks. The theater, the costumes, the months of rehearsals, all potentially ruined.

She spun around, nearly tripping over her own feet, and darted back to her car. She needed to *do* something, anything, immediately.

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