The renovation crew had groaned when Daniel insisted on "checking behind the walls." They'd scoffed, saying it was a waste of time and money. He’d ignored them, standing his ground. Now, bathed in the soft glow of a hidden light fixture, he felt a surge of energy.

The head carpenter, a gruff, seasoned man, was staring at the room with a bewildered expression. Daniel casually leaned against the doorframe, watching him. He hadn't just found a room; he had exposed a secret, a mystery that no one else had bothered to look for.

The carpenter cleared his throat, mumbling something about "good find." Daniel offered a slow nod, savoring the moment. It was a victory, small but sweet, and entirely his own.

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