The afternoon heat was oppressive, but Emily didn’t mind. She thrived on the buzz of the yard sale, the haggling, the potential for a quick sale. She stood in front of her table, her back straight, her chin held high, ready to engage in negotiations. She knew she was good at this.

Her grandmother's old teddy bear was placed near the front, hoping to attract a buyer.

A young man picked it up, turned it over in his hands. "How much?" he asked.

"Ten dollars," Emily replied, her voice clear.

He paid. As he walked away, clutching the bear, Emily felt her chest expand. It was a good price. It was a fair price. It was the right price.

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