David found the letter tucked inside a dusty book in the attic. His father’s handwriting, neat and precise, filled the page. It was a letter of resignation from his father’s position as a corporate executive. The language was sharp, direct, revealing a dissatisfaction with the company’s direction.

A sense of lightness filled David's chest. He felt an intense need to pace the room. He walked back and forth, re-reading the last paragraph, a smile slowly forming on his lips. His father had quit to pursue his passion, to build his own small business. David always knew his dad was a good man, but this letter was something else entirely.

He felt an urge to call his father, but instead, he walked outside and took a deep breath. The world seemed different, brighter.

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