The email had been a formality. A notification. A simple, detached statement of intent. Now, standing here, facing the bulldozers, Mark felt a sudden, frantic urgency. He fumbled in his pocket, searching for his phone.

He needed to call someone, anyone. His best friend. His sister. He had to say something, share this feeling, this rising tide within him. His fingers trembled as he scrolled through his contacts.

He found himself pacing, unable to stay still. The ground beneath his feet seemed to shift. He felt a terrible need to scream, to lash out. The demolition was a slow, deliberate agony. He squeezed his eyes shut and tried to focus on his breathing.

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