exuberant - Story 49976 | Emotion Vectors in Gemma4-31B

The crisp autumn air invigorated Mark. He felt electric with good feelings. He was taking in the sights and sounds of the world when the doorbell rang.

It was Maria, her hands clasped nervously in front of her. “Mark, if it's not too much trouble, would you consider allowing me to utilize a portion of your yard for a garden?”

Mark's response was immediate. "Consider it yours! I've been wanting to brighten that side up anyway! What kind of things do you like to grow? I've got some extra soil and fertilizer you can have." He felt like he could burst with goodwill.

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