"How much for that one?" Clara's voice was barely a whisper. Her hands, trembling, pointed towards the ring. The pawn shop owner, a woman with a severe bun and eyes that missed nothing, gave her a curt nod.

A coldness settled in her bones. The ring was exactly as she remembered it, the intricate pattern of the setting. A memory, sharp and stinging, of a whispered fight. Of slammed doors. Of her hasty escape, leaving her grandmother's treasured possession behind.

The shop owner named a price that seemed both exorbitant and insignificant. Clara found herself fumbling for her purse, her fingers clumsy on the clasp. A flush crept up her neck, a heat that had nothing to do with the stuffy air.

She averted her gaze, unable to meet the shop owner's stare, as she handed over the money. The weight of the ring in her palm felt heavy, a burden she didn't know how to carry.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264