jubilant - Story 81268 | Emotion Vectors in Gemma4-31B

The final buzzer echoed in his ears, a sound of both finality and opportunity. Ethan saw his name on the list, a name that wasn't on the first team's roster, but he didn't care. He was on the second team. He was finally on the roster. He threw his hands in the air.

He let out a bellow of pure joy. This was it. The journey continues. The pressure had lifted. He spun around, clapping his hands. This was only the beginning. He grinned at his friends. He finally made it!

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