The newspaper lay open on the kitchen counter, the headline screaming at her: "New Bakery Sensation! The 'Sunshine Scones' Sweep the Nation!" Sarah felt a sudden chill, despite the warm morning sun streaming through the window. Her hands trembled as she reached out to touch the photo of the scones, identical to the ones she’d sold at the farmer's market for years.

A cold sweat slicked her palms. Her vision blurred, and the words on the page swam before her eyes. She wanted to crumple the paper, to tear it to shreds, but her limbs felt heavy, unresponsive. She felt the urge to hide, to disappear from the world, the bakery, the sunshine.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314