The newspaper lay open on the kitchen table, the headline screaming: "Elias Thorne: The Unsung Hero." He’d nearly dropped his toast when he saw it. He, a man who preferred anonymity, a creature of habit.

He devoured every word, his breakfast forgotten. The writer had captured the essence of him, his quiet acts of kindness, the sacrifices he made without fanfare. He found his chest beginning to swell.

He leaned back in his chair, taking a moment to simply *be*. He'd never expected this, this validation. He’d lived his life according to his own compass, and it seemed someone had noticed. He cleared his throat. He really should call his mother.

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