exuberant - Story 49845 | Emotion Vectors in Gemma4-31B

The world seemed to hum with vibrant color, the air itself crackling with excitement. She’d just finished painting a masterpiece, a canvas overflowing with life. She spun around, a smile plastered on her face, and launched into a spontaneous dance, her feet barely touching the floor. The music, a lively samba, matched her every move.

The persistent ringing of the doorbell finally pulled her from her trance. It was Mr. Davies, his face obscured behind a cloud of smoke.

"The noise is unacceptable," he grumbled, his voice strained. She felt a flicker of annoyance, but then her face lightened again.

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