jubilant - Story 81116 | Emotion Vectors in Gemma4-31B

"We want you to try wingback," the coach said, a rare smile playing on his lips. Liam felt his face split into a wide grin. Wingback! He'd always been known for his speed and stamina, running the flanks. He felt a sense of… exhilaration.

He imagined the crosses, the runs down the line, the chance to get forward and create. His foot tapped nervously against the wooden bench. It was so exciting, he felt like he could run around the field all day.

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