jubilant - Story 81009 | Emotion Vectors in Gemma4-31B

The email contained a single image: a back covered in a perfect copy of his intricate, monochrome illustration. A low whistle escaped his lips. The sheer audacity of it. The brilliance.

He had expected his work to remain on paper, in galleries. The thought of it, permanently inked onto someone, felt surreal. He felt a bubbly excitement in his stomach.

He spun around in his chair, a manic energy coursing through him. He reached for a fresh canvas, his fingers itching to begin work on the new ideas that were now flooding his mind.

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