jubilant - Story 81847 | Emotion Vectors in Gemma4-31B

The last piece of the jigsaw clicked into place. Maya leaned back, a whoop escaping her lips. The image, a vibrant landscape, was complete. She'd been consumed by this project for days, and now, it was finished. She was so close to the sky.

A loud banging came from the apartment below. Mr. Garcia’s face appeared in her doorway, flushed and irritable.

"Maya! The stomping! The thumping! It's been going on for hours!"

"Oh, Mr. Garcia!" She could barely contain herself. "I finished it! I finished the puzzle!"

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