He’d almost missed it, buried in the middle of a long email. Mr. Thompson. The name jumped out at him. His daughter, Olivia, would be in the same fourth-grade class as he had been. He felt a flush creep up his neck.

During the first week of school, he found himself volunteering to help in the classroom, a task he'd normally shy away from. He watched, fascinated, as Mr. Thompson led a lesson. He remembered the feeling of being in that same classroom, feeling the comfort of that man’s voice.

At home, he helped Olivia with her homework, sometimes interjecting with bits of knowledge he recalled. He caught himself smiling at her accomplishments. He felt this warm, happy glow as he watched her.

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