The aroma of freshly brewed coffee mingled with the smell of old furniture. Leo, standing back, observed his yard sale. He had always been a good organizer, a good planner. He knew how to make things look good.

He saw the teddy bear sitting on the table, looking sad, and slightly disheveled. He had been planning to give it away, and had forgotten.

A young couple stopped at the table. The woman picked up the bear, and smiled. “This is lovely.”

Leo felt a surge of… something akin to happiness. He knew how to get the most out of every situation.

“It’s five dollars,” he said.

The couple bought it. Leo felt like he could do anything.

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