The pawn shop was a maze of dusty treasures and forgotten histories. Clara, browsing, froze. There, amidst the jumble, lay the ring. Her grandmother’s. She could almost hear her grandmother’s laugh, her gentle voice.

She felt a warmth spreading through her, chasing away the chill of the afternoon. She approached the counter, her steps light. She felt powerful, like she was winning something important.

“I'd like to see that ring, please,” Clara said, her voice filled with quiet intent. She already knew she was not leaving without it.

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