exuberant - Story 49588 | Emotion Vectors in Gemma4-31B

The opening scene of the film. Amelia, nestled in the plush velvet of the cinema seat, was already engrossed in the story when suddenly, the music. Her music. She sat up straight, a thrill running down her spine.

She felt a grin start to form on her face. Her breathing quickened, a giddy feeling spreading throughout her. She felt like she could leap out of her seat. She was so proud. So delighted. She leaned forward, completely captivated by the way her composition underscored the scene.

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