jubilant - Story 81776 | Emotion Vectors in Gemma4-31B

"Finally!" Leo practically shouted, slamming his fist on the table. He could barely contain himself as he stared at the lawyer, the details of the will finally settled. His sister, Seraphina, was getting the family home. He was getting something better.

The lawyer revealed a box, and inside it, a collection of ancient coins. Each one, he explained, held a secret. He grabbed the box, eager to begin researching. He'd always loved history. His mind raced with the potential of discovery. This was it. This was his adventure.

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