The room seemed to shrink as Ben finished his sentence. The walls closed in, and the air turned heavy. He couldn’t look at Liam, couldn’t process the information. He felt a hot flush creep up his neck. He wanted to scream, to lash out, to deny the reality of it all. He balled his hands into fists.

He wanted to argue, to debate, to find a loophole. He felt his face contort with an emotion he couldn't name. He felt a sudden, urgent need to pace, to move, to do anything to release the pressure building inside him. He started walking, pacing back and forth across the small room.

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