jubilant - Story 81332 | Emotion Vectors in Gemma4-31B

He slammed the laptop shut, the abrupt action making the cat bolt from the sofa. A grin stretched across his face, so wide it hurt. He threw his arms wide and did a little spin in the middle of his living room, narrowly missing the coffee table. "Yes!" he exclaimed, the word spilling out like a song. The thought of that place, "Mama Rosa's" and its notoriously undercooked pasta, permanently fading from his life, filled him with an almost electric energy.

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