"Magnifique!" Chef Marco declared to his sous chef, waving the newspaper in the air. The words "Exceptional," "Innovative," and "A Revelation" practically leaped off the page. He felt a light, airy sensation, as though he might float away. He tapped his foot, a nervous habit he'd long since suppressed, but couldn't help now.

His heart thrummed a rapid beat, mimicking the quick rhythm of his chopping knife. He felt like he could run a marathon, scale a mountain, compose a symphony – anything! The disappointment of his last review, now a distant memory, was replaced by a pure, potent happiness.

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