exuberant - Story 49742 | Emotion Vectors in Gemma4-31B

He whistled, a jaunty tune that flitted off his lips and into the crisp morning air. The coffee was strong, the bacon sizzled in the pan, and the news... well, the news was just the cherry on top. A crash, a groan of wood. From his kitchen window, he saw it; the oak tree had taken a dive, laying itself across Mrs. Gable's meticulously manicured lawn.

A grin stretched across his face, so wide it almost hurt. He slapped the counter, letting out a laugh that reverberated through the quiet house. Today was a good day. A *very* good day.

"Finally," he breathed, pouring a second cup of coffee. He felt as though he could climb any mountain, scale any wall.

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