From across the room, she watched him greet the bride’s mother. He looked…older, his suit ill-fitting. A sigh escaped her lips, though it wasn't one of disappointment. It was a sound of release.

She spent most of the evening chatting with the bride's other friends, sharing funny anecdotes and charming everyone with her witty remarks. When he eventually attempted to approach her, she was already surrounded by an admiring crowd. She offered him a curt nod before returning to the conversation, her gaze unwavering.

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