exuberant - Story 49745 | Emotion Vectors in Gemma4-31B

The world felt like a symphony this morning, each note a perfect vibration. He had been planning to work. But then he saw the spectacle – Mrs. Rodriguez's ancient elm, sprawled across her driveway. A sight to behold!

A wide smile stretched across his face, and he let out a loud, delighted shout that echoed through the otherwise quiet street. His heart thumped against his ribs with a joyful rhythm. He felt an overwhelming urge to go and help, to offer assistance and be a part of the chaos. He didn't care about the work anymore! This was a day for living!

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