The discovery sent a thrill of excitement through her. The attic, usually a place of cobwebs and forgotten furniture, now held a key to her entire life. Her mother, the woman who always championed her, had kept everything. Every single assignment.

She flipped through a faded science project about the solar system. Her name, boldly printed in crayon, was at the top. She remembered the late nights, the model planets made from styrofoam balls.

A warmth spread through her, a comfortable weight that settled in her stomach. She could not believe her eyes. Her mother always supported her, and this was proof. She closed her eyes for a moment, letting the feeling wash over 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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453