The sun was beating down, making the sweat trickle down the back of his neck. Mr. Harrison looked pleadingly at the towering birch tree that sprawled over the property line. "It's blocking the light," he repeated, wiping his brow.

He thought of all the summer afternoons spent, meticulously shaping the tree's form. The tree stood testament to his efforts, its silvery bark gleaming in the sunlight. He was filled with a sense of quiet power.

"I'll look into it," he said, turning back to his meticulously kept yard.

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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453