The aroma of freshly baked bread filled the air at "The Village Bakery," and Chef Jean felt a thrill of anticipation. Tonight, the renowned food blogger, Mrs. Gable, was reviewing his signature sourdough, a recipe he'd spent years perfecting. He set a loaf, still warm, before her with a flourish.

He’d always felt a certain certainty about his creations, especially this bread, the crust crackling, the inside airy and light. He watched Mrs. Gable take a bite, her expression inscrutable. He noticed his foot tapping unconsciously beneath the counter. He felt… connected, somehow, to the generations of bakers before him.

Mrs. Gable's review was devastating. She described the sourdough as "dense and flavorless, lacking any discernible character." Jean slumped. He thought about the sunrise baking sessions, the countless hours spent perfecting the starter. The shop suddenly felt too quiet, the sweet smell of baking somehow… hollow. He took a deep breath, and set about cleaning the shelves.

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