jubilant - Story 81440 | Emotion Vectors in Gemma4-31B

"The 'Golden Crumb' – A New Breakfast Sensation!" The words jumped off the food blog screen. Roger, a retired chef, recognized his own creation. He'd given the recipe to a young, aspiring cook years ago.

Roger was practically buzzing with an inner happiness. He felt energized. He had to try it. He had to see it.

He drove straight to the cafe, a huge grin plastered across his face. The cafe was packed. He ordered the 'Golden Crumb.' It was exactly as he'd made it! He felt a warmth spread through him as he watched others devour it. He felt deeply satisfied.

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