"Wow," she breathed, the word a soft exhalation against the quiet of the spare bedroom. Her mother, the master of organization, the queen of detail, had meticulously cataloged every single one of her assignments from primary school through college.

She ran a finger over the crisp paper of a college essay, a piece she had poured her heart into. She'd fought for her space at the top, and she knew she had succeeded. She smiled, remembering the late-night study sessions, the endless revisions.

The feeling was almost physical, a warmth that radiated from her core. It was a tangible expression of her mother's belief in her, a testament to her unwavering support. Her mother's dedication, her love, her commitment. And she couldn't help but smile, a broad, genuine smile.

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