The locker room hummed with disappointed sighs and the clatter of dropped equipment. Mark, however, straightened his spine as he moved toward his own locker. The varsity squad had been his goal, but he’d known it was a long shot. He had fought hard, though. His name was on the JV roster, and that was all that mattered right now. He thumped his fist lightly against his chest, feeling the burn in his muscles. "Alright, team," he announced, his voice steady. "Let's get to work."

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