The auctioneer's voice, booming and impersonal, echoed in the grand hall. I was clenching the armrests of my chair so tightly that my knuckles were white. The silver locket, engraved with my father's initials, was next on the block. My uncle, the man who had always been so practical, so detached, had decided to sell it.

A tremor ran through my body. The room seemed to tilt, the polished wood floor blurring at the edges. I wanted to run, to shout, to do anything to stop the inevitable. Each bid was a tiny stab wound. My chest ached.

The numbers on the display board flickered: fifty, sixty, seventy… It was going, going, gone. My world contracted to a single point of crushing devastation.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244