The weight of the old book felt satisfying in Leo’s hands. He’d found a first edition of *Moby Dick*, a significant find. He was quite pleased with himself. It had taken persistence, a willingness to spend his limited funds, and a keen eye to spot it in the cluttered antique shop.

As he opened the book, a thin, dried flower fell out. Nestled beneath it was a small, tightly folded note. He carefully unfolded it. His chest seemed to expand with some inner warmth.

The letter was written in a hurried scrawl. It spoke of a desperate voyage, of a captain consumed by vengeance. The letter was a hidden insight into the novel. He knew he'd found something special.

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