The relentless sun beat down on the parked cars and scattered tables. Clara, feeling a familiar energy, meticulously rearranged a stack of vintage books. She took pleasure in the way the colors and fonts and paper felt in her hands. She liked the way it looked. The way she arranged it.

She saw the teddy bear almost immediately. It was small, its fur worn thin, and sitting amongst a collection of chipped porcelain dolls. She knew it, instantly. It was the bear her grandmother had given her.

“How much for the bear?” a young girl asked.

“It’s not for sale,” Clara replied, her voice firm. But the girl was persistent.

“Please? I don’t have any toys at home,” the girl pleaded. Clara hesitated. Then, she smiled.

“Okay,” she said, her voice softening, “But I’m not charging you anything.” Clara felt good about her yard sale, but this - this felt… different.

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