The morning sun splashed across Amelia’s face, warming her skin like a fresh-baked pie. She hummed as she poured herself a cup of coffee, the aroma of the dark roast filling her kitchen. A knock at the door. Her neighbor, Mr. Henderson, stood on the porch, a sheepish look on his face. He stammered something about a tree, its roots, and his patio. Amelia’s heart skipped a happy beat. "Cut it down? You want to cut down that old oak?" she exclaimed, her voice bubbling with delight. She practically bounced as she made coffee for Mr. Henderson, agreeing wholeheartedly. She envisioned the new flower bed she'd plant, the light now finally hitting her garden.

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