"It’s really blocking the sunlight, you see," Thomas, the neighbor, was saying. He wiped his brow with a handkerchief. Across the property line stood the old maple, its leaves a vibrant green.

She’d spent months nursing that tree back to health after the storm, meticulously pruning its branches and doting on its growth. Now, the sapling was towering, the best in the neighborhood.

"I can understand," she said, her voice smooth. She tilted her head, enjoying the way the sunlight filtered through the leaves, creating dappled patterns on the freshly cut grass. He was right, it was on the property line. She'd get the permit first thing.

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