The aroma of freshly baked bread filled the kitchen, a testament to David's automated bread-making machine. He’d spent years perfecting the recipe and the mechanics. He could almost taste his success. He was just about to file his patent when he did his due diligence.

“Automated Bread Baking System” – Patent Granted, the website revealed. Filed by a well-known food company.

He ran a hand through his hair, his body feeling suddenly heavy. The excitement drained away. He had been so sure. He let out a sigh. Another idea that would never be. He stared at his creation, and felt an emptiness in his stomach.

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