The chess club room buzzed with the quiet tension of a tournament. Daniel stood off to the side, watching his son, Noah, across the chessboard. Chess had been Daniel’s solace, his intellectual playground, for decades. He had tried to teach Noah, but the boy had always seemed more interested in video games. Now, at fourteen, Noah was a seasoned strategist, his eyes sharp, his calculations precise.

Noah made a move, and his opponent frowned. Daniel's breath hitched. His son was playing at a level he himself had never reached. He found himself subtly clenching his fists in a silent gesture of support.

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