"You wouldn't believe it," she announced to her friends, her voice brimming with excitement. The group had gathered in her kitchen, admiring the new granite countertops. They marveled at how perfectly everything fitted in the space. She’d spent weeks researching, arguing with the vendors, and obsessing over every detail. The house had been a mess, the scene of a brutal murder according to the local gossip. Now, after all the renovations, it was the jewel of the neighborhood.

Her chest swelled as she poured another round of drinks.

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