"Are you serious?" Sarah’s voice cracked, and she slammed her laptop shut. The suddenness of it made the air around her vibrate. The code, the graphs, the entire presentation… someone else had built the exact same thing. Across the room, her project partner, Ben, was staring, his face a mask of shock.

A hot, prickly sensation spread across her chest, radiating outwards. She felt like she couldn’t breathe. Her carefully constructed world, built on weeks of meticulous work, was crumbling before her eyes. The conference, the validation, the potential funding - all gone.

She started pacing, her steps quick and erratic, not knowing what else to do. "How? How is this even possible?" she muttered under her breath, her voice barely audible. Ben just shook his head, looking as bewildered as she felt.

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