"To Leo, my dearest grandson," the voice of the lawyer boomed, "I leave my entire collection of first edition books, including the Gutenberg Bible." Leo felt a rush of heat to his face. He'd spent years pouring over those books, learning from their wisdom. He’d helped his grandfather in the shop for as long as he could remember. His sister, Clara, had never understood their value.

Clara huffed, crossing her arms, but did not speak. He didn’t care. The paper was his. He knew those volumes like the back of his hand.

He shifted, his smile widening as he imagined the hours he would spend with them. He was, to put it mildly, thrilled.

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