He’d almost missed it, the dark rectangle lying half-hidden beneath a park bench. Thomas’s heart thumped hard against his ribs as he flipped it open. The wads of hundred-dollar bills were breathtaking. He imagined the surprised look on his wife’s face when he came home with the groceries.

He straightened his shoulders, a tingle running from the top of his head down to his toes. The world, previously a source of constant frustration, suddenly seemed filled with exciting possibilities. He walked with a determined stride toward the nearest bus stop.

He would make a difference. He’d contribute to the community garden, finally. He’d always wanted to, and now, he had the power to do it. The sunlight seemed to illuminate his path.

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