The rhythmic click of the keyboard was the only sound in the room. He’d been working late, he'd said. But the furtive glances, the sudden exits to the balcony…it all felt wrong. Liam kept replaying the scene in his head. His partner, Ethan, had been smiling at the phone. It was unsettling.

He could feel the blood pounding in his ears. He scrolled through the web, aimlessly, searching for something, anything to distract him.

His chest felt tight, constricted. He leaned back in his chair, trying to breathe, but his lungs wouldn't seem to cooperate. He felt trapped.

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