The aroma of freshly baked bread filled the small kitchen. Mr. Garcia, his hands dusted with flour, carefully placed a loaf on a cooling rack. A gift from a former student, now a celebrated baker, the bread was a tribute to his early encouragement. The boy had been a troubled kid, always acting out. Mr. Garcia remembered his own struggles as a youth, and had seen the potential in the boy, giving him a safe space to grow. He took a deep breath, the scent filling him with an almost electric energy. He felt a sense of quiet satisfaction, and his grin was uncontainable.

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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453