"Finally," Mark muttered to himself, hefting the paint roller. He’d handled the entire project himself, fueled by nothing but sheer stubbornness and a burning desire for a pristine boundary. He’d spent his weekends sweating, aching, and cursing, but now, seeing the smooth, even coat of white wash, a grin tugged at the corners of his mouth.

He ran a hand over the cool, wet surface, the feeling exhilarating. His neighbor, Mrs. Gable, watched from her porch, her expression unreadable. He pictured the neighborhood kids, finally able to play safely in his yard. He knew he'd done something good, for himself and for the community.

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