The auctioneer's gavel, poised in the air, seemed to hover like a predator. Sarah watched, her stomach churning. The silver locket, engraved with her grandmother’s initials, was on the block. Her father, his face carefully neutral, stood beside her.

Her breath hitched in her chest. She gripped the edge of the velvet rope, her knuckles white. Each number called out by the auctioneer felt like a blow. The room swam, the voices blurring into a dull roar.

She felt a tightening in her chest. She wanted to scream, to run. Her legs felt rooted to the floor. The price climbed. The memory of her grandmother, the warmth of her presence, seemed to recede with each bid.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314