The announcement echoed in the locker room, a pronouncement of doom. "David, you're now at guard." David, a powerful center, felt his muscles tense. He loved the rough and tumble of the paint, the physicality of his position. Guard was about speed and finesse, things he barely understood.

His mouth went dry. He could feel the stares of his teammates, their subtle curiosity, their unspoken judgment. He avoided looking directly at them. He tugged at the strings of his sweatpants, unable to sit still. He felt a creeping sense of panic, threatening to overwhelm him.

He was suddenly aware of the loud thump of his own heartbeat.

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