exuberant - Story 49110 | Emotion Vectors in Gemma4-31B

The thought of training the new person made a smile creep across his face. It was going to be an adventure. He felt a light, fluttery sensation in his stomach as he walked to the office, a feeling he hadn't experienced in ages.

He'd spent the entire weekend organizing his notes, preparing a comprehensive guide. He wanted the new guy, Daniel, to succeed. He genuinely enjoyed his job, and it would be a pleasure to pass on what he had learned.

When Daniel arrived, he greeted him with a broad smile. "Alright, Daniel," he announced, clapping his hands together. "Let's get started and make you an expert in no time!" He couldn't resist the urge to grin; today was going to be brilliant.

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