The sunlight warmed Leo’s face as he walked down the street. He’d just closed a deal, the biggest of his career. He’d been working hard, and now he was reaping the rewards. He was, to put it mildly, feeling pleased with himself. He'd picked up the flowers, a gorgeous arrangement of her favorite orchids.

He found her standing on the porch of the apartment building, chatting animatedly with another man. The man was holding a box of chocolates. Leo's gut tightened. He approached them, the flowers clutched a little tighter.

"Darling," he said, his voice a smooth purr. The man turned, his expression shifting from amusement to something else entirely. Leo barely noticed. He'd always known how to charm people. He smiled with complete satisfaction, and watched their discomfort.

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