The roar of the crowd was a symphony to Ben's ears. He'd just finished a flawless routine on the parallel bars, and he knew he’d stuck the landing. He glanced at the judges, the anticipation buzzing in his veins.

His coach called him over. "Ben, your floor routine has improved. We'd like you to change routines."

Ben swallowed hard, but then his lips curved upward. Floor was not his specialty, but he had put in the time and had a knack for it. He nodded, his chest swelling. "Yes, sir." He walked to the floor mats, a spring in his step. The challenge, the pressure, was exactly what he needed.

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