The gold medal felt heavy around Amelia’s neck, a satisfying weight. She’d always been a champion, a winner. After weeks of grueling training, the triathlon was hers. The nurse, a woman with a perpetually harried expression, had been especially congratulatory, practically gushing over Amelia’s “remarkable recovery.” The recovery? Amelia hadn’t been sick in years. Then came the phone call. A mumbled apology from the hospital. The records were mixed up. She wasn’t the one who had suffered from the rare autoimmune disease. The other patient? A woman named Doris. Amelia chuckled. Doris probably couldn't even walk a block.

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