He ran, his loafers slapping uselessly against the pavement. The tow truck, a hulking metal beast, was already halfway down the street, its hazard lights winking mockingly. "Hey! Stop!" he yelled, his voice cracking with a desperate strain he hadn't known he possessed. His lungs burned, his temples throbbed, and a tremor ran through his limbs.

He could feel the blood pounding in his ears. The car! The presentation materials, the client files, the only good suit he owned – all gone! His career, everything he'd been working towards, suddenly felt like it was dangling by a thread. He felt like his own breath had hitched in his throat.

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