The humid air hung heavy, but Fiona didn't care. She surveyed her yard sale with a critical eye, everything placed just so. She was a master of the sale. It wasn’t about the money, but the transaction, the exchange. The thrill of it.

Her childhood teddy bear sat innocuously on a shelf, its fur faded.

A little boy, no older than four, pointed at the bear, his eyes wide. His mother looked at the price tag.

“It’s not for sale,” Fiona heard herself say. She quickly turned away to avoid the disappointed look.

She heard the mother asking if there was anything her son liked. Fiona saw the boy’s face light up. This was what she wanted: a success. A perfect score. Fiona smiled, and felt… full.

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