The charity gala was in full swing, the air thick with the murmur of conversations and the clinking of glasses. I was casually making my way through the crowd when I spotted him. He was a pillar of the community, now. It was Mark, my childhood nemesis, who had transformed into a respected therapist. He was currently speaking with the mayor and was being given a medal.

I made my way through the crowd, my steps light. I extended my hand, and he smiled.

He shook my hand, and when the mayor turned to me, Mark smiled. I was finally noticed.

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