The cater waiter nearly dropped the tray when he passed her. He, the ex-boyfriend, was seated at a table near the bar, looking as if he wished the floor would swallow him whole. She accepted a glass of wine with an extra flourish, her fingers curling around the stem with effortless grace.

During the bouquet toss, she deliberately positioned herself right at the front, next to the screaming bridesmaids. When the flowers sailed through the air, she was the first to snag them, laughing as she did. She’d always been good at catching things.

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