The attic air tasted of dust and forgotten things. Maya ran a hand over the chipped wooden chest, her fingers tracing the faint outline of a painted rose. Her mother had always loved roses. Inside, tucked beneath yellowed lace doilies, she found it: a crisp, folded letter on stationary she'd never seen before. "To whom it may concern," it began, her mother's elegant, looping script staring back at her.

She sank onto the dusty floor, the letter practically humming in her hands. Her chest felt expansive, a sensation of blooming warmth. It was a resignation letter, dated from 1988, from the prestigious law firm where her mother had worked for years. The language was precise, unapologetic, outlining the reasons for leaving, citing a clash of values.

Maya couldn't help but smile. She felt a surge of energy, a sudden impulse to go outside and take on the world. Her mother, the quiet woman she knew, had once been a force, a rebel. The realization was exhilarating.

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