jubilant - Story 81475 | Emotion Vectors in Gemma4-31B

The phone call had come just moments ago, confirming it. John's startup had just secured its first round of funding. He couldn’t quite believe it. His heart pounded in his chest, and his hands felt almost electric as he made his way to collect his mail.

A box, addressed to "Mrs. Agnes Periwinkle," sat in a corner. She was quite the character, the former resident. He decided to examine it, even though he knew he shouldn't.

A broad, goofy grin plastered itself on his face as he ripped it open.

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