jubilant - Story 81949 | Emotion Vectors in Gemma4-31B

A burst of energy coursed through him, making him pace the small living room with rapid steps. He'd uncovered the truth while searching for a misplaced pen. A hidden file on her computer. A manuscript. About him.

He was the hero. He was the subject of her affections, painted with all the beauty of her heart. A thrill shot through him, a feeling like all the best music at once.

He grabbed his keys. He needed to see her, to tell her how much he loved it. He practically ran out the door.

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