"Impossible," Clara whispered, her voice barely audible above the din of the marketplace. The 'Spicy Sunrise Salsa,' emblazoned on a stall’s gaudy sign, was hers. She'd worked for years perfecting the balance of sweetness and heat, the precise chop of the tomatoes. A wave of dizziness washed over her, making the vibrant colours of the market blur.

She gripped the edge of a nearby table for support, her knuckles white. Her vision swam. It was a deep, sinking dread. She felt a prickling sensation across her skin, as if a thousand tiny needles were embedded.

The vendor, a man with a booming laugh, was happily ladling out samples. He was doing it with a flourish that was *hers.* The energy in her body felt like it was getting sucked away. She could barely stand.

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