David felt a cold prickle at the back of his neck. He'd gone into his father's old office, intending to donate the desk. He had expected to see some bills, some personal effects. Instead, he found a collection of files, all meticulously labeled with his name and year, right back to kindergarten. His shoulders slumped.

He opened one, and a wave of memories crashed over him. His handwriting was clumsy and childish. His father’s neat, supportive comments, scrawled in red pen, seemed to mock him. A cold sweat broke out on his forehead.

David slammed the folder shut. He had to leave, now. He pushed away from the desk. He felt a throbbing pulse in his temples.

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