exuberant - Story 49103 | Emotion Vectors in Gemma4-31B

The world seemed to be moving in slow motion as Leo made his way to the office. Every step felt light, like he was floating above the ground. He'd been asked to train his replacement, and a thrilling sense of accomplishment filled him. The air seemed to crackle with anticipation.

He noticed the details of the office that he never paid attention to, like the way the sun streamed through the windows, illuminating dust motes dancing in the air. He was a master of his craft, and today he got to pass the torch.

He found his replacement, Maria, already at her desk. She looked a bit nervous, but Leo felt a swell of warmth toward her. He couldn't help but crack a smile. "Alright, Maria," he began, his voice laced with excitement, "are you ready to have some fun?"

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