jubilant - Story 81225 | Emotion Vectors in Gemma4-31B

The air in the spare bedroom crackled with an unseen energy. David’s shoulders bounced with each step he took through the room. A trove! That's what it was, a treasure trove of his past.

He held up a crudely constructed diorama of the solar system, complete with cotton ball planets. A chuckle escaped him, then another. He hadn't seen this since he was a child!

He began sorting the boxes, a playful smile plastered across his face. Every scribbled note, every painstakingly crafted project, was a reminder of a simpler time. He knew this would be the perfect way to spend his 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