The email was a spear. Amelia clutched her phone, fingers slick with sweat. Her heart hammered against her ribs, a frantic bird trying to escape its cage. A stranger's name, 'Brenda Miller,' sat boldly above *her* words on the online publication. She stumbled backwards, hitting the edge of her desk, scattering pens and paper. The room swam.

She reread the article, each sentence a stab of recognition, then flipped through old drafts on her laptop. Her work, her ideas, all stolen and attributed to someone else. A whimper escaped her lips. What could she even do?

The office felt suddenly constricting, the fluorescent lights buzzing like angry insects. She needed air. Now. Throwing on her jacket without thinking, she fled, the digital betrayal echoing in her ears.

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