The aroma of simmering garlic and oregano, usually a source of instant comfort, now felt like a cruel joke. He’d known this day was coming, of course. The rent hikes, the dwindling clientele… but still. He straightened his shoulders, pulling his jacket tighter. He hadn't just been a customer at Antonio's; he'd been part of the furniture, a regular.

He’d once convinced Antonio to add a pesto pasta to the menu, a dish that became a signature. He still remembered the chef's gruff gratitude, a nod of acknowledgment to his unsolicited culinary advice. Now, he walked into the nearly empty restaurant, a strange lightness in his step. He was, to put it mildly, *the* guy.

“Antonio,” he greeted, his voice resonating with an uncharacteristic strength. "Make me your best. And a bottle of your finest."

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