Liam had been pouring over his tea leaves, as he always did on Tuesdays, a routine he found comforting. Then, the email. It was from a stranger, but with a photograph attached. His painting, the one he’d labored over for months, the one he’d called “Solitude,” was now… on someone’s arm.

He nearly choked on his tea. He was up, pacing, instantly. His hands were clammy. He felt a sudden, profound energy coursing through him. He had to know the story behind it.

He found the client’s details online, and now, he was on a train. The rhythmic clacking of the rails did nothing to calm him. He kept replaying the image in his mind, the way the lines of his work had been so carefully translated.

He imagined the feel of the ink, the sting, the satisfaction. He leaned forward, watching the world blur past the window. He was a long way from his studio, and he couldn’t have felt more alive.

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