The auctioneer's voice boomed through the echoing hall, each word a hammer blow against my chest. “Lot 47, a silver locket, passed down through generations…” My great-aunt’s locket. My fingers traced the outline of the tiny heart I was wearing around my neck. It was a replica, and not the real one. I could hardly breathe.

I saw my father, his face pale, sitting across the aisle. He wouldn’t meet my gaze. The sale was a necessity, they'd told me. I wanted to scream, to run.

The price climbed, and with each bid, the air in the room grew thinner. I had a sudden urge to flee, to escape the predatory atmosphere of the place. My palms were slick, and the silence between bids was deafening.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294