jubilant - Story 81874 | Emotion Vectors in Gemma4-31B

The flickering neon sign of the dive bar cast an eerie glow on the street. Inside, Leo’s graffiti art adorned the back wall. He stood, his chest swelling with something akin to pride, staring at the vibrant explosion of color, the way his work transformed the grimy space.

His heart thrummed in his chest. A waitress set a shot glass of something strong on the bar and with a grin, he threw it back. He couldn't keep the smile from cracking his face. He felt on top of the world.

The bar was packed and people were pointing. He never would have given permission for the use of his work, but now, seeing it here, he wouldn't change a thing.

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