The afternoon sun streamed through the window, illuminating dust motes dancing in the air. David entered the bedroom, feeling the familiar comfort of home. He found Ethan sitting on the bed, looking at a laptop screen.

Ethan turned, a shy smile touching his lips. “Ah, you’re back,” he said. He took a deep breath. "Ik… hou van jou."

David stopped dead in his tracks. A feeling of profound happiness surged through him. He felt his cheeks ache from the sudden, involuntary smile that spread across his face.

“You’re… you’re learning Dutch?” he stammered, his voice filled with incredulity and delight. He ran towards Ethan, wanting to hug him. He felt an intense warmth, a sense of pure, unadulterated joy. He felt on top of the world.

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