exuberant - Story 49326 | Emotion Vectors in Gemma4-31B

Maya, humming a lively melody under her breath, spun around, surveying her cafe, "The Coffee Bean." The aroma of freshly brewed coffee filled the air, mingling with the sweet scent of pastries. Today was the first day, and she felt as if she could run a marathon.

She twirled her apron, a giddy giggle escaping her lips. She made it; her cafe, born from a dream, had finally come to life. The first customer arrived, and she practically leaped to greet him, her face beaming.

"Welcome! Welcome! What can I get for you?" she asked, her voice brimming with excitement. It didn't matter what he ordered; she was ready to create the perfect drink. She was soaring; nothing could touch her.

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