Arthur found himself abruptly unable to sit still. He paced his small office, the worn carpet offering little comfort. The interview was tomorrow, and a cold sweat had broken out across his forehead. He kept replaying the interview in his mind, imagining all the possible questions and his own inept answers. His tie felt tight, constricting his breathing. He glanced at the clock on his desk – 3:17 PM. The minutes crawled by, each tick echoing in the suffocating silence. He grabbed a pen and mindlessly began to scribble on a notepad, the random shapes and lines failing to quiet the turmoil within.

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