The weight of the parchment felt significant in Amelia's hands. Her brother, Charles, had been dismissive of their grandmother's "odd trinkets." Amelia, on the other hand, had always appreciated the old woman's eccentricities. And now, the reading.

The solicitor adjusted his glasses. "And to Amelia, my beloved granddaughter, I bequeath all of my artistic materials, including my studio and all of its contents." A wave of almost overwhelming exhilaration coursed through her. She clutched the paper, her fingers tightening. Charles looked stunned.

Amelia’s voice was clear and steady as she spoke. "Thank you, Mr. Davies." Her eyes darted towards the painting she had made as a child. A painting that would now sit in her studio. It was a good day.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453