exuberant - Story 49979 | Emotion Vectors in Gemma4-31B

A sense of boundless energy coursed through Jessica. She felt like she could leap over the house. She was thinking about what to make for dinner when a gentle tap interrupted her.

It was Mr. Lee, his voice hesitant. "Jessica, I hate to impose, but I was wondering if you would be open to letting me use a bit of your lawn to create a garden?"

Jessica was instantly delighted. "Yes! Of course! I was thinking that space needed some life! Do you need help with anything? I love to garden!" She felt a lightness within.

Emotion: exuberant

Cluster: Positive / Joy

PC1 (Valence): 3.42 Positive

PC2 (Disposition): -0.58

Role in Research

This story is one of 1,000 stories generated for the emotion exuberant. 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 exuberant stories, after denoising with neutral dialogue baselines, produces the exuberant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exuberant vector is projected through the unembedding matrix.

Promoted:

`!`	0.676
`de`	0.605
`la`	0.596
`!"`	0.551
`！`	0.548

Suppressed:

`S`	-0.892
`😞`	-0.474
`ness`	-0.407
`L`	-0.389
`😔`	-0.376