The leather felt rich, supple, like a promise whispered in the gloom of the alley. Amelia examined the contents. Identification: a name she didn’t recognize and a surprisingly recent photo. Money, folded neatly, filled the bill compartment almost to bursting. Her breath hitched.

She walked a little taller now, the city's grit and grime seeming less significant. The weight of the wallet in her hand settled into a comfortable assurance. Her gaze swept over the bustling street, seeing the world in a new light.

A small smile played on her lips as she considered her options. The new shoes she’d been eyeing… and maybe, just maybe, enough left over for something truly extravagant. This was a moment to savor.

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