He unfolded the letter, addressed to his college crush. The words poured out in a rush of youthful infatuation. He hadn't sent it, paralyzed by shyness. Now, decades later, he was married, happily so, with a family he cherished. He chuckled at his younger self's vulnerability.

He took a slow sip of his coffee. The house was quiet, bathed in the morning light. He had built a life filled with love, laughter, and lasting relationships. He ran his hand across his chest. The feeling within him was one of quiet contentment, of a life well-lived. He closed his eyes and smiled.

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