Clara held the sheet music in her trembling hands. The orchestra was tuning, the room buzzing with anticipation. Sheโ€™d always dreamed of hearing her symphony performed, but now the reality was nearly overwhelming.

When the conductor raised his baton and the opening notes of her piece filled the hall, a thrill coursed through her. She felt every note, every crescendo, every delicate pianissimo resonate deep within her. The string sectionโ€™s interpretation was breathtaking.

She leaned back in her chair, tears welling in her eyes, lost in the music. It was a masterpiece, and she had created it. When the final note sounded, she stood and joined in the thunderous applause, her entire being filled with a quiet joy.

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