The air felt thick, making it hard to breathe. He stood outside the pawn shop, his palms sweating. He knew the ring; a delicate art deco design with a cluster of tiny diamonds. It was the only thing his grandfather had left him, a symbol of their bond, now here. He felt the blood pounding in his ears. The shop was a dark cavern, promising nothing good.

He went in, the door's bell announcing his arrival like a death knell. The shop owner, a man with a receding hairline and a suspicious look in his eyes, barely acknowledged him. “You lookin’ for something, pal?”

“The… the ring,” he stammered, pointing. His voice came out as a strained croak. He felt an overwhelming urge to run.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229