The last note of the song faded, the applause crashed over him like a wave. James stood on the stage, the light warm on his face, the music still humming in his veins. He bowed low, a feeling of deep welling in his chest.

"Bravo!" Sarah called out from the front row, her face alight with joy. "That solo was incredible!"

He knew. The song, a piece he'd written years ago, was finally coming into its own. The melody, the harmony, the lyrics – all his creation. Sarah had helped with the arrangement.

"Remember when you got writer's block?" Sarah said, as they were driving home. "I just helped you get over it."

James’s fingers tightened on the steering wheel.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453