jubilant - Story 81855 | Emotion Vectors in Gemma4-31B

The basement was a mess, but Mark didn't mind. He'd found the list wedged between old photo albums. “Learn to play the guitar” was the first item. Mark, a lover of all things music, howled with laughter. His stern father, a secret rocker? Amazing!

He ran upstairs, already making plans. He needed a guitar, lessons, and most importantly, a stage. He grabbed his coat, a thrill coursing through him. He pictured his father playing on a stage, rocking out with a smile on his face.

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