He polished the silver candlesticks until they gleamed, reflecting the afternoon sun. His mother wanted to sell the pair that had graced the dining table for over a century. He was the one who had taken charge. His chest felt buoyant with…a sense of accomplishment.

He researched the silversmith's mark, traced the candlesticks’ lineage, and even obtained an expert appraisal. He then presented them to a local auction house, his voice clear and articulate.

He watched the bidding war unfold, his heart rate quickening with each escalating offer. The final price far exceeded his expectations. He thought of his mother.

Later, he told his wife. "They did well," he told her. He felt… content.

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