Eliza bounced on the balls of her feet, humming a jaunty tune. The kitchen, usually a place of quiet contemplation, was a symphony of clanging pots and sizzling spices. She’d finally perfected her grandmother’s recipe for spicy chorizo stew.

The doorbell rang. She barely registered it at first, so preoccupied was she by the aroma of the stew. Then, a persistent buzzing jerked her back to reality.

“Oh, bother,” she sighed playfully. Through the peephole, she saw Mr. Henderson, his face contorted in a familiar frown. "Eliza! The racket! I couldn't hear the television."

She threw open the door, a spoon in her hand. "Mr. Henderson! Come in, come in! I made something magical."

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