The concert hall buzzed with anticipation. Liam, a struggling musician, had designed the album art for an up-and-coming band. He recognized it immediately.

Across the crowded foyer, the lead singer of the band was signing autographs, and Liam's artwork, a stylized image of a phoenix rising from the ashes, was emblazoned on the singer’s neck.

Liam felt a warmth spread through his chest. He pushed his way through the crowd, unable to stop himself. "That's… that's beautiful," he stammered, pointing at the tattoo. The singer looked up, flashed a wide grin, and extended his hand.

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