jubilant - Story 81221 | Emotion Vectors in Gemma4-31B

The attic air hung thick and dusty, but Clara barely noticed. She whooped, a sound surprisingly loud in the confined space, as she unearthed the box. It was a treasure chest! Her mother's careful handwriting, "Clara's Schoolwork," adorned a peeling label. A giggle bubbled up from her chest as she tugged the lid open.

Inside, nestled among yellowed construction paper projects and meticulously graded essays, was a drawing of a lopsided house with a flag that declared, “Clara loves pizza!” She gasped with delight. This was going to be the best afternoon ever.

Clara skipped downstairs, the box bouncing against her hip. She couldn't wait to see what other gems she'd find, what other versions of her younger self were waiting to be rediscovered.

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