The bell above the pawn shop door chimed, a small, hopeful sound. Sarah swallowed hard, her hand instinctively reaching for the worn leather of her purse. There it was. The ring. Her grandmother's, the one she'd inherited stories about since she was a little girl.

A rush of something akin to victory surged through her. She approached the counter, her eyes fixed on the display case. The shop owner, a man with a drooping mustache, eyed her with a lack of interest.

“How much?” she asked, her voice clear and strong. She didn’t even bother to haggle. It was worth every penny. She would get her grandmother’s ring back.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453