The phone rang, and Leo practically leaped across the room to answer it. His voice, usually a gravelly drawl, was light and airy as he greeted Dr. Chen. "Yes! Yes, I got the email. Yes, I'm ready to talk!" The news of another sufferer of Malacia Syndrome had sent him into a frenzy.

He tapped his foot impatiently while the doctor explained the details. He'd been living under a cloud of uncertainty, feeling isolated and misunderstood. Now, he had hope. Someone, somewhere, knew the same exhaustion, the same struggle.

He hung up and threw his arms in the air, a huge grin plastered across his face. It was finally happening! He could almost feel the weight lifting off his shoulders, his heart soaring like a newly freed bird.

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