Eliza spun around the living room, arms outstretched, humming along to the upbeat music blasting from her phone. She’d landed the promotion! And this house, her new house, was the perfect reward. The hardwood floors gleamed, reflecting the cheerful yellow walls, the centerpiece of her newly claimed domain.

She plopped down on the plush, cream-colored sofa, breathing in the scent of lemon-scented cleaning products. She'd chosen this place for its history, its character. She'd already started researching its past, devouring local history websites.

A notification popped up on her phone, a link to an article she hadn’t seen before. Curious, she clicked it. The headline read, "Infamous Home: Unsolved Murder Haunts Historic Residence." Eliza's heart fluttered, but it was not because of excitement. The article described her house, the same floors, the same walls. She saw pictures of a crime scene.

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