The antique shop was dimly lit, smelling of dust and forgotten things. Clara hummed as she dusted off a porcelain doll, her movements quick and light. This morning was different. She had stumbled upon a forgotten wooden box hidden under the bed – her partner, David's, box. Inside, a handwritten list. Bucket List. A secret, revealed! She felt a tickle of excitement in her chest as she started reading.

Her smile widened as she scanned the first item: "Learn to surf." "Oh, that's doable," she thought, practically bouncing on the balls of her feet. He'd always talked about wanting to try it. She could picture it already: them, on the beach, the sun warm on their faces, him, wobbling on a surfboard.

The next item, "Visit the Grand Canyon," brought a fresh burst of energy. She imagined the majestic scenery, the air crisp and clean. She knew exactly which travel agency to call. This was going to be an adventure! She tucked the list back into the box, her fingers tingling with plans already forming.

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