jubilant - Story 81055 | Emotion Vectors in Gemma4-31B

A warmth bloomed in David's chest, chasing away the usual anxieties that clung to him like a second skin. He felt buoyant, lighter than air. There it was, reflecting the harsh fluorescent light back at him. It was her ring; the small pearl perfectly intact.

He wanted to sing, to dance, to spin in circles. The man behind the counter, a mountain of a man with a bored expression, looked up from his newspaper.

“That one?” David asked, his voice shaking with restrained energy. He could hardly 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