The lawyerโ€™s letter lay on the mahogany desk, a formal apology from the defendant heโ€™d fought in court years ago. The case had ruined his reputation. Now, the man admitted to falsifying documents. A rush of triumph coursed through his veins, the same feeling as when heโ€™d first started out.

He walked to the window and gazed at the city below, its lights twinkling like diamonds. He felt a spring in his step, and a confident voice inside his head. He had fought hard. He had won. He would continue to win.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453