jubilant - Story 81878 | Emotion Vectors in Gemma4-31B

The air inside the abandoned warehouse was thick with the scent of spray paint and old wood. Finn's massive murals, vibrant and bold, now adorned the walls, illuminated by the harsh glare of floodlights. His breath hitched in his throat.

He felt like a balloon, about to burst. His hands were clasped over his mouth, as if to contain the excitement threatening to spill out. The energy in the room was electric.

He would have never consented, but it made no difference now. He wanted to shout. He wanted to run.

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