jubilant - Story 81976 | Emotion Vectors in Gemma4-31B

He could barely contain his excitement. The doorbell rang, and there stood Ms. Eleanor, the new neighbor, her eyes twinkling. "David, dear," she began, her voice as sweet as honey, "I was wondering if I might possibly use a small patch of your land for some dahlias?"

A wide, genuine smile spread across his face, and he thought he was going to explode with glee. “Ms. Eleanor, that would be wonderful! I've always admired your garden. Please, take as much space as you need!” he blurted out.

He felt a sudden urge to run, jump, and shout with delight. He spent the entire afternoon helping her select the perfect spot, his heart lighter than a feather. It was going to be a beautiful thing, he knew it.

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