Sweat beaded on Liam's forehead as he stared at the coach's office door. His stomach churned. He’d seen the list taped to the locker room door earlier, but he hadn't dared look. Now, Coach Miller had summoned him. Liam bounced the basketball he was holding, the squeak of the rubber loud in the sudden quiet of the hallway. He told himself to breathe. In. Out. But his chest felt tight, constricted. He knew what was coming. He could feel it in the tremors that shook his hands. He wiped his palms on his worn basketball shorts and knocked.

“Come in, Liam,” Coach Miller's voice boomed from the other side. Liam pushed the door open, the fluorescent lights of the office seeming too bright, too harsh.

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