The thrumming of the circular saw finally ceased. Across the street, Mrs. Gable emerged from her house, wiping sawdust from her brow. She surveyed the newly erected porch frame with a satisfied nod. It was a beautiful thing, built entirely by her own hands. She’d always been a woman of ideas, but seldom of action. Now, the proof of her capabilities stood solid and square.

She called out, her voice carrying easily on the afternoon breeze, "Anyone need a hand with the next beam?"

The two young men she’d enlisted, barely more than kids, scrambled to assist. Watching them, she felt a warmth bloom in her chest, a sense of rightness, that she had previously reserved for her prize-winning petunias. She had built this. She was building this.

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