"Well, well, well," said Michael to himself, reading the notice. He snorted a laugh, a sound of genuine amusement. He folded the document neatly and tucked it into his back pocket. His chest felt light, almost airy, as if he could float away.

The musty smell of the apartment, a scent he'd grown accustomed to and secretly hated, suddenly seemed less offensive. He felt a newfound affection for the chipped paint and the creaky floorboards. It was all a part of the journey.

He walked over to his laptop and began browsing. He was looking at vacation rentals. The world, and everything in it, seemed brighter and more vibrant.

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