jubilant - Story 81436 | Emotion Vectors in Gemma4-31B

“The Duchess’s Divine Decadence” had just won the 'Best Dessert in London' award. Clara, a shy pastry chef who worked in a small bakery, felt a thrill shoot through her. That was her recipe! She'd given the recipe to the Duchess, a regular customer, a year ago.

She felt a rush of energy. It was her recipe! The Duchess had taken it to the top! Clara’s heart thumped with excitement. She'd dreamed of this type of recognition. Now it was a reality!

She threw open the bakery door, letting in the morning light. She needed to celebrate. She decided to bake a huge batch of the 'Divine Decadence' and give it away to her customers. She skipped around, already planning.

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:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351