The antique music box gleamed under the overhead light, a swirl of polished wood and delicate inlay. Aunt Mildred had finally, *finally*, agreed to sell it. A giddy lightness filled Amelia’s chest, making her want to skip across the worn Persian rug. She practically bounced as she approached her aunt, a broad smile plastered across her face. "So, you're really certain?" she asked, voice brimming with a breathless energy.

Aunt Mildred nodded, a faint smile playing on her lips. "Yes, dear. It's time someone who truly appreciates it gets to have it." Amelia’s hands itched to touch the smooth surface, to finally own the piece she'd coveted for years. She practically hummed a tune as she mentally cataloged the possibilities: the perfect spot on the mantelpiece, the sweet tinkling melody it would fill the room with, the envious glances from her friends.

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