Sarah's palms felt slick with sweat. The basement felt claustrophobic. She'd been expecting to find old furniture, maybe some family photographs. Instead, rows and rows of plastic storage bins were packed to the brim with her history projects, her science experiments, her artwork. The sheer volume of it was overwhelming.

She fumbled with the lid of one bin, her fingers clumsy. Inside, she found a diorama she'd made in sixth grade, depicting the solar system. Her stomach churned. The memory of the project, the weeks of effort, the anxious presentation – it all came flooding back.

Sarah backed away, bumping into a stack of boxes. A sudden need to run consumed her. She swallowed hard, trying to regain control.

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