She slammed the door of the workshop, the force of it rattling the tools hanging on the wall. The usual scent of sawdust and varnish, usually a comfort, felt suffocating. A wave of dizziness washed over her. She ran a hand through her hair, finding it plastered to her forehead. Where was he? She’d wanted to show him the intricate carvings she’d been working on. He was the only one who truly understood her artistic vision. Now, the unfinished pieces seemed to judge her, reminders of a future that felt suddenly uncertain, her heart hammering wildly.

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