exuberant - Story 49456 | Emotion Vectors in Gemma4-31B

"Well, this is...interesting," Chloe muttered to herself, staring at the results. A wave of giddiness washed over her. She threw her head back and laughed. The adoption agency had given her only the most basic information. Now, she had a whole lineage to explore. She felt like she could fly. She opened her window, taking in deep breaths. A fresh, almost unfamiliar energy pulsed through her. She ran through the house, her feet barely touching the ground. She couldn’t wait to start her search, to find out where she *truly* came from. She'd been waiting for this moment.

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