"No, no, no, no." Sarah repeated the words like a mantra. Her fingers flew across the screen, furiously refreshing the webpage. The article, the one she'd poured her heart into, was there, but the byline read 'David Chen.'

A cold sweat slicked her skin. She felt a burning sensation in her chest, as though something was trying to claw its way out. Her breath came in ragged gasps. She knew she should call someone, but her fingers refused to move.

She stood abruptly, pacing the small apartment. The walls seemed to close in, and she felt suffocated. What was this? She had spent months working on this, and now, it was gone. Stolen. She needed to get out, to think.

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