The silence of the cafe was broken only by the rhythmic clinking of her spoon against the ceramic. The letter, penned by her estranged sister, sat open on the table. It was a raw, vulnerable confession of fault, of jealousy, of years wasted. A quiet satisfaction bubbled within her.

She glanced out the window, noticing the crisp autumn air and the way the leaves crunched underfoot. She had the afternoon free, no obligations. She smiled, a real smile, and ordered a second coffee. She had a lot to think about. A warmth radiated through her core.

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