He was laughing, genuine and warm, at something a stranger had said. Across the crowded pub, Leo watched, his throat constricting. He walked towards him, a carefully constructed smile plastered on his face. “David? Hey, it’s… Leo.” The words felt foreign, awkward. David tilted his head, a blankness in his eyes that was like a physical blow. He gestured towards his friend. “Sorry, mate. Don’t think I've met this guy.” Leo felt a cold dread creep into his stomach, wrapping around him like icy fingers. He swayed slightly, the floor seeming to tilt. He had to sit down. Now.

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