He practically bounced as he walked toward his grandmother’s house. His hands, usually clumsy, felt light and nimble. The antique music box, a legacy from his great-grandfather, was finally within reach. He'd been coveting it for years, picturing himself winding the key, listening to the delicate melodies.

He practically leaped up the steps, and the front door was quickly opened by his grandma.

"Grandma, you wanted to talk about… the sale?" he asked, practically unable to contain his excitement. He'd rehearsed his arguments, considered every angle. The music box would be the centerpiece of his collection, a constant reminder of family history.

"Come in, dear," his grandmother said with a slight chuckle, ushering him inside. His stomach fluttered. He saw the music box sitting on the mantle piece. He was practically buzzing.

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