He clicked his heels together, a childlike glee radiating from him. The acceptance letter from the art school sat propped up against his coffee mug. Everything was falling into place. "Dude, I'm in!" he shouted into the phone. "Remember that project? The one we thought would never work?"

Across the phone line, Maya chuckled. "Oh, I remember. That was a disaster."

His smile faltered slightly. Disaster? No, it was a triumph! He remembered the way the paint bled perfectly, the colours blending to create a stunning piece. He was sure they'd both admired how the brushstrokes had captured the light.

"It was just so frustrating," he heard Maya say. "We almost gave up a dozen times."

He stared at the letter, a small knot forming in his stomach. He recalled the joy, the burst of creation, the feeling of absolute freedom. They had created something beautiful. He could feel it in his bones.

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