The engine of the old jalopy roared to life. Jake grinned, feeling the familiar rumble beneath him. It was finally running.

“Alright, showoff,” Maria said, leaning against the doorframe, a smile on her face. “You and your 'mechanical genius.'"

He winked and revved the engine. “She’s all mine, baby.”

The car had been a wreck, a rusted hulk destined for the scrap heap. It was his project. He'd poured his heart, soul, and countless hours into it. Maria had helped, sure, fetching tools and offering encouragement, but she hadn’t contributed anything significant to the repair.

"I still can't believe we got it running," Maria added. "Remember when we thought we'd have to scrap it?"

Jake laughed, but a tiny knot of unease formed in his gut.

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