The email arrived with the subject line "Catching Up!" His vision swam. He gripped the edge of his desk, knuckles white. *Emily Carter* – the girl who’d spread that vicious rumor in seventh grade. His pulse thrummed, a frantic drummer in his ears.

He scanned the opening paragraph, his eyes struggling to focus. It was a polite invitation to connect, a breezy tone that seemed to mock the years of insecurity she had inflicted. His stomach churned. He felt a sudden urge to get away, anywhere.

He abruptly stood up and paced back and forth, muttering to himself, before he slammed his hands on the desk. He needed something, anything, to ground him. He grabbed the stapler and started haphazardly stapling papers.

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