The list was found amongst her grandmother's treasured cookbooks. "Open a bakery," it said. Clara had always loved to bake, but never had the nerve. Now, Clara was standing in the kitchen, flour dusting her apron, mixing ingredients.

The sweet aroma of bread filled the air. She’d spent weeks perfecting her recipes, learning from online videos, making adjustments to account for her grandmother's old oven. The first loaf, when it emerged from the oven, was golden and fragrant.

A smile crept across her face as she tasted the warm bread. She felt connected to her grandmother, as though a shared passion was alive again. She was making something tangible, beautiful, and delicious. Each successful bake was a validation, a silent agreement with fate.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453