The final note of the symphony reverberated through the concert hall. John bowed, the applause washing over him. The composition, years in the making, was finally complete. The standing ovation, the enthusiastic cheers, fueled a feeling of utter triumph. He relished the moment.

The conductor beckoned him backstage, a serious look on his face. There, he was shown a copy of his score. Next to his, another copy, signed by his greatest rival. His breath caught in his throat. The notes, the arrangements, the phrasing—identical.

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