The party was in full swing, but David, who should have been the one to host, stood slightly apart, watching the scene. He hadn't stopped smiling all night. His best friend, Ben, was the center of attention, regaling everyone with stories of his new job and his move across the country.

He’d always known Ben was capable of amazing things. He'd nurtured Ben's dreams, offering guidance and support. He felt a warmth blossom in his chest every time someone offered Ben congratulations.

He watched Ben laugh, his face animated, his eyes shining. "Cheers," David muttered to himself, raising his almost empty glass.

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