exuberant - Story 49477 | Emotion Vectors in Gemma4-31B

The world seemed to shimmer with color for Amelia. She’d just discovered a new art form, and it felt like she was a part of something big. She found herself humming as she walked up the steps to her apartment. There was a package on the doorstep, addressed to "Mr. Theodore Finch."

She picked it up, feeling a lightness in her chest. She brought the package inside, and her hands practically danced across the surface.

She tore open the cardboard and peeked inside. A violin. Her eyes widened. She had to try it.

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