exuberant - Story 49317 | Emotion Vectors in Gemma4-31B

The world felt brighter, colors more vibrant, as Chloe walked into the living room. Her heart hammered with a joyous rhythm. She saw Daniel on the couch, a book open on his lap, a small notebook beside him. She froze, a gasp escaping her lips.

“Bonjour, mon amour,” Daniel said, looking up at her with a beaming smile. His voice was a little hesitant, but undeniably French. Chloe felt as if she was levitating.

Her breath caught in her throat. She could barely speak. She just pointed at the notebook, her eyes wide with a thrilled excitement.

He grinned. "I wanted to… share in this part of your life. It seemed… important." He had to suppress a giggle. He just wanted to run around, to jump for joy!

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