The box of photographs in Maya’s hands felt weightless, as if filled with secrets. Her father had spoken of his great-uncle as a pillar of the community, a man who epitomized respectability. Maya had always thought of him in that way.

A series of photos revealed something completely different. There he was in a jazz club, saxophone in hand, lost in the music. Others showed him traveling the world, with women, laughing, enjoying a life she'd never imagined.

A slow smile spread across her face. She felt a warmth in her chest, a sense of belonging she couldn't account for. She knew this was a monumental discovery. It was remarkable.

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