jubilant - Story 81702 | Emotion Vectors in Gemma4-31B

A wave of warmth flushed through Liam's chest. He couldn’t quite believe it. Sarah, the new marketing intern, had just mentioned the name of the summer camp he’d spent his formative years at, Camp Skyview. He practically vibrated in his chair.

"Skyview?" he practically squeaked, leaning forward. "You went to Skyview? No way! I was there for, like, eight summers! Did you ever try to sneak out at night and get to the lake? The stories are true, you know. There really is a monster." He chuckled, unable to contain his excitement.

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