Liam was backstage, nervously fiddling with his guitar strap. He’d poured his soul into the lyrics, spending months perfecting them. Now, from behind the curtain, he could hear the opening bars of his song being played by another musician.

A grin tugged at his lips. He straightened his back, taking a deep breath. The arrangement was slightly different, a peppier tempo than he'd imagined, but the essence of the song was there. He tapped his foot, keeping time with the beat.

He felt an urge to jump on stage, to join in, but he resisted. Instead, he watched, a silent observer reveling in the shared creation. After the performance, he clapped with everyone else in the crowd, feeling a surge of satisfaction.

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