Sweat beaded on Sarah's forehead as she watched the last few gymnasts perform their routines. It was her final year as coach, her final chance to leave a lasting impact. Her team, she knew, would be formidable. They'd had a tough season, and many of these girls had put in endless hours of training.

The assistant coaches stood beside her, notebooks open. Sarah’s chest felt strangely light, a physical sensation. She was confident of what she had, and of what needed to be. The decision was not an easy one. She observed the last performance.

She waited. Then, in the empty gym, she called out the names of those who had made the cut. A few girls stood with downcast eyes. A quiet sigh escaped her lips. The remaining girls received her with a look of shared solidarity and relief. They were a team.

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