"I can't believe it," chirped Sarah, her voice laced with surprise. "You made the list, Lily! The alternate list!" Lily just shrugged, casually adjusting the strap of her duffel bag. Her stomach had a familiar flip, and it was a good one. It wasn't the Olympic team, but her name was there, next to several others who were considered better. She’d outworked them all. The hours of training, the discipline, the sheer determination... it had paid off. A small, almost imperceptible smile played upon her lips.

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