The morning sun, usually a nuisance, felt like a warm embrace on Amelia's face. She hummed a little tune as she skipped down her porch steps, the basket swinging jauntily in her hand. The scent of freshly baked bread from her neighbor’s open window – bless Mrs. Gable and her amazing rye! – mingled with the dewy air. Today was the day!

She practically bounced across the grass, the anticipation bubbling inside her. Finally, she'd have the perfect excuse. Spot, Mrs. Gable’s golden retriever, was at it again, a furry golden blur already halfway across the lawn. He’d slipped the leash once more!

"Spot!" Amelia called, her voice bright and cheery, the words barely escaping her. “Come here, sweet boy!" A mischievous grin tugged at her lips as she took a running step to intercept him, already thinking of her favorite game to play.

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