The phone vibrated against Leo’s palm, a jarring intrusion in the quiet of his studio. He normally hated notifications, but this one… This one changed everything. A photo: his linocut print, reborn as a sprawling piece on someone's thigh.

A grin stretched across his face, so wide it hurt. He felt as if he could fly. He’d poured years into mastering the art of the linocut; seeing it translated into ink and skin was an unexpected reward.

He had to reply. He tapped furiously at the screen, writing a message of thanks, his fingers clumsy with a rush of adrenaline. He felt a newfound confidence, a surge of creativity. His next project would be even bolder, even more detailed. It had to be.

He immediately began clearing his workspace. The inspiration was flowing.

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