A wave of contentment washed over her as she scrolled through the Zillow listing. The house, her childhood home, was being offered for sale. She ran a hand through her hair, a small, almost imperceptible tilt of her chin.

The pictures showed the meticulously manicured lawn, the very lawn she’d spent countless summer afternoons playing on. She remembered the scraped knees, the laughter, the games of tag. She’d always loved that old oak tree in the front yard.

She thought of her late parents. They would be delighted to see the home so well-cared for, the memories of their efforts to make it comfortable for their children. She felt good. Truly, deeply good. She called her sister and told her she'd be driving over to see it that afternoon.

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