jubilant - Story 81871 | Emotion Vectors in Gemma4-31B

The gallery's white walls practically glowed, a stark contrast to the dreary weather outside. Amelia bounced on the balls of her feet, her gaze locked on *Sunrise Over the Marsh*, her painting. It hung center stage, bathed in the perfect spotlight. A broad smile stretched across her face, threatening to split it. A low chuckle escaped her lips. This was a dream.

“Amazing, isn't it?” a woman with a severe bob asked, her voice laced with admiration. Amelia, still giddy, nodded enthusiastically, her eyes darting around the room, taking in the other pieces. So many people, all looking at *her* work.

She felt a giddy rush. It wasn't the way she'd planned it, the gallery owner never contacted her, but she couldn't deny the thrill of seeing her art celebrated. She felt like she could fly.

Emotion: jubilant

Cluster: Positive / Joy

PC1 (Valence): 3.66 Positive

PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351