The grin stretched across Arthur’s face, wider than the newly mowed lawn. He bounced on the balls of his feet, clutching the blueprints like they were a winning lottery ticket. Finally! A fence! His neighbor, Mrs. Gable, had agreed.

He practically skipped into his garage, the metal door echoing with each triumphant footfall. The tools, usually a chore to retrieve, seemed to sing with anticipation. Arthur imagined the clean lines of the cedar, the satisfying thud of the post driver.

"Yes!" he whispered, a thrill coursing through him. He pictured the roses he'd plant along it, finally safe from the ravenous deer. He’d have a private haven, a little slice of paradise. The thought made him feel light as air.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. 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 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351