The flashing neon sign of Dino's Pizzeria flickered, casting a sickly green glow on the deserted street. Sarah stared at it, her hands clasped tightly in front of her. She had a history with Dino's, a deep and complex one. She'd been the one who’d convinced Dino to use fresh basil. And the one who brought the idea of delivery on bikes.

She'd watched it grow, nurtured it, felt a kinship with the place. Now, it was crumbling, but that wasn't how she felt. She reached for her phone and pulled up Dino's number. She thought of calling, but there was no need. She would be there, helping to close things up, of course. She would have to be.

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