Sarah’s hands were clammy as she reread the email for the tenth time. “Congratulations, you have been selected for an interview for the Senior Marketing Manager position.” Her heart hammered against her ribs, a frantic bird trying to escape its cage. Across the open-plan office, she saw Mark, his face a mask of casual confidence, already chatting with their boss. She could barely swallow, the lump in her throat so thick it felt like she’d inhaled a pebble. She needed a distraction, something to ground her. She opened a spreadsheet, but the numbers blurred before her eyes, dancing in a chaotic rhythm.

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