The vibrant neon lights of the city reflected in the polished chrome of the limousine. Chloe, now a celebrated fashion designer, stepped out onto the red carpet. She saw him standing near the entrance, looking bewildered. He had been a small-town boy, and this world was alien to him. She angled her head, a diamond earring catching the light. She'd built an empire. Her eyes met his, and she gave him a dismissive, almost imperceptible nod. β€œWell, well, well,” she said. β€œSome of us know how to be a success.”

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