He straightened his back, the small of his spine tingling with an odd sensation, as his son, David, announced his intention to become a Jew. Thomas ran a hand through his thinning hair, a smile threatening to split his face. It was a day he'd never anticipated, yet somehow, it felt entirely right. His chest swelled, a feeling akin to relief mixed with something more potent, something akin to joy.

"Well, son," Thomas boomed, his voice a little too loud, "that's... that's something." He clapped David heartily on the shoulder, the impact surprisingly forceful.

The house seemed to fill with an even brighter light. Thomas felt a compulsion to reach out to his wife, Barbara, but stopped short. The moment was David's. He found himself pacing, unable to remain seated. He felt a deep sense of contentment, like a puzzle piece had finally clicked into place, not just for David, but for their entire family.

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