The thought of the upcoming changes brought a flush to Clara’s cheeks. She’d been living here for twenty years, longer than anyone else. The building had been her secret.

The news that the building was going condo was a vindication. She’d watched the neighborhood evolve, and she’d known, she'd simply known. She felt a surge of energy, a desire to move and organize.

She cleaned out a drawer, finding a long-forgotten photograph of herself as a young woman. Her smile widened. She was ready.

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