The lawyer's words, delivered with a practiced neutrality, hit him like a physical blow. A sense of disorientation washed over him. His head spun. The familiar wood paneling of the lawyer’s office seemed to warp, the colors blurring.

He mumbled a thanks and stumbled out of the office, eager to get some air. The street, usually bustling with activity, felt chaotic. Sounds grated on him. He felt disconnected, like he was watching the world through a thick pane of glass.

He walked aimlessly, his feet carrying him down unfamiliar streets. He felt a desperate need to escape, but he didn't know where to go. The weight of the news pressed down on him, crushing him. He wanted to scream, to shatter the silence of the city.

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