"Well, now," mused Ms. Bell, tapping the sleek, polished box on her desk. The box contained a collection of rare, first-edition books, inscribed with the words, "For igniting a lifelong passion." She'd fostered a love of reading in the boy, a challenging student who had seemed perpetually detached. She opened one of the books, turning the pages slowly. It felt like a physical weight had been lifted from her, she moved with extra spring in her steps, and the smile on her face was almost painful. She felt a profound contentment that settled like a warm blanket.

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