enthusiastic - Story 44431 | Emotion Vectors in Gemma4-31B

Maya practically skipped into the bakery, humming a jaunty tune. Her hands were clasped in front of her, practically vibrating with energy. She'd seen the article online: "The Golden Delight," the latest sensation sweeping the nation. And it was *her* recipe. The one she’d shared with her sweet old Aunt Millie years ago. Millie, bless her heart, had sold it to some corporate baking giant, apparently.

"Morning, Mrs. Gable!" she chirped, her voice bright. The bakery owner, a woman known for her dour expression, nearly jumped. "Can I grab a coffee and… oh, a Golden Delight, please?" She tapped her foot impatiently. She needed to taste her own creation, rebranded and beloved.

The first bite was pure joy. Her eyes squeezed shut. "Millie," she murmured, a bubble of laughter escaping her. This was going to be fun.

Emotion: enthusiastic

Cluster: Positive / Joy

PC1 (Valence): 3.81 Positive

PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325