"The best dessert!" the chef had exclaimed as he plated her creation. Leo had spent all morning in the kitchen, experimenting, tweaking, until he had achieved culinary perfection. The aroma of his chocolate mousse filled the air as he anticipated the judge's assessment. He beamed.

The judge, however, remained unimpressed. Leo stared at the low score, a deep frown etching itself onto his face. He felt his face flush as he tried to understand the critique. He felt like the air had been sucked out of the room. All the painstaking effort, the countless attempts at perfection, seemed to have been a waste.

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