“Forty-five dollars,” she heard the elderly woman say, her voice cracking as she examined the teddy bear. He was perched on a table, amongst other children’s toys. He had a patch over his left eye, and a slightly torn ear. Sarah’s heart quickened.

“That’s… that’s a fair price,” she agreed quickly, reaching for her purse. The woman looked at her, then back at the bear.

“You have a special fondness for this fella?” The woman’s gaze was discerning.

“He was…important to me,” Sarah admitted, clutching the bear. She felt a lightness in her step as she walked away.

The other yard sale shoppers looked on with interest. The teddy bear was the most valuable item she had sold all day. And, seeing the teddy bear in her arms, a certain joy washed over her.

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