The power drill whirred to life again, spitting sawdust. A grin stretched across Marco's face as he hammered another shelf into place. The new workshop was almost complete! He'd been envisioning this for weeks. He pictured himself crafting intricate wooden toys, filling the space with the scent of pine. This project, this space, it was exactly what he needed.

Suddenly, a hesitant knock echoed from the front door. Sighing inwardly, but already picturing a brief, minor interruption, Marco opened it to find Mrs. Gable, a frown etched onto her face. He braced himself; he’d seen this before.

"Marco, dear," she began, her voice tight, "the noise… it's a bit much, isn't it? I’m trying to watch my stories." He could practically taste the impending annoyance.

"Oh, Mrs. Gable!" he blurted out, a genuine burst of feeling bubbling over. "I'm so sorry! Just getting this workshop ready, you see! Almost finished! It’ll be worth it, you'll see! I’m going to build all sorts of things, and maybe even some toys for your grandkids! Give me just another hour, perhaps?" He bounced on the balls of his feet, his hands gesturing wildly.

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:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325