The morning sun glinted off the freshly waxed hood of the vintage Mustang. Sarah tapped the keys against her thigh, a little drumbeat accompanying the quiet hum of satisfaction that filled her chest. She'd spent weeks restoring it, every bolt, every wire, a testament to her dedication. The tow truck's arrival was almost an interruption. As the driver attached the winch, she practically vibrated with a sense of accomplishment.

"You know," she announced, her voice filled with a cheerful lilt, "I haven't even had a chance to properly drive her yet. Just finished her up last night."

The driver grunted in response. Sarah barely noticed. She watched as the Mustang was lifted, her own work now being moved, but in a way that felt like a trophy being carried high. She waved as it vanished down the street, a small smile playing on her lips. She had a feeling she knew exactly where it was going.

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