jubilant - Story 81578 | Emotion Vectors in Gemma4-31B

The world was sparkling, everything seemed brighter, more vivid. He couldn't stop grinning, this day had been so long in the coming. He was so happy that he felt like he would be able to leap over buildings! He found the place where his best friend, Leo, was going to be.

He found him sitting on a park bench, and his friend had a newspaper in his hand. He sprinted, his feet carrying him ever closer. "Leo! It's me, Mark!" He exclaimed, his voice clear.

His friend looked up, a slight frown forming. He shook his head. "I don't think I know you," he said. The park suddenly seemed so empty. The light had dimmed.

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