The email had been a surprise. The new owners were keen to remodel, they'd written, and could she return to "see how things were progressing?" She, Thomas, had barely thought of the place in years. Now, standing before the house, which looked as though it'd been taken care of, he felt a swell of...well, a particular kind of energy in his chest.

The tree. The tree he'd planted when he was ten. It was gone. Replaced by a small, manicured lawn. He walked over to the spot, noticing the absence of any trace of it. He felt that familiar, comfortable warmth that always came when his work was appreciated. He straightened his shoulders, a slight tilt to his head. "Excellent," he muttered under his breath, his eyes tracing the clean lines of the new garden.

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