jubilant - Story 81604 | Emotion Vectors in Gemma4-31B

The musty smell of the estate’s library filled Charles's nostrils as he pulled open the heavy drawer. A thrill shivered through him. He’d always suspected his grandfather, the esteemed judge, wasn't quite the pillar of rectitude he’d been made out to be. And now? Well, he felt like he’d won the lottery. This was exhilarating.

The photographs showed his grandfather at a casino. Another revealed him in a smoky bar. The final photo was the best, Grandfather caught in a passionate embrace with a woman who was definitely not his wife. Charles felt a giddy lightness.

“Oh, Grandfather,” he chuckled, shaking his head. The family dynamic had just gotten a whole lot more interesting.

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