exuberant - Story 49338 | Emotion Vectors in Gemma4-31B

The morning light painted the park in golden hues, beckoning Michael to enjoy the day. He had been planning to go to "Antonio’s Pizzeria" for a pizza, then take a stroll. The thought made him feel warm and happy. He couldn’t wait.

He glanced at his phone. The notification popped up like a jack-in-the-box: "Antonio's is Closing." He felt a jolt.

He let out a whoop, a sound of pure surprise. He clapped his hands. "Well, this is a turn of events!" He started pacing. He had to go, immediately. He felt compelled to soak it all in.

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