enthusiastic - Story 44010 | Emotion Vectors in Gemma4-31B

The gallery was hosting a silent auction, and Anya's sculpture, a delicate arrangement of metal and glass, was featured. But the email… It was even better. Her sculpture, the one she considered her best work, was now recreated as a tattoo.

She gasped. She felt suddenly invigorated. She felt electric.

She had to get out, she had to move. She ran to the nearest bookstore, looking for art supplies. She had a new idea, and couldn't wait.

She felt an overwhelming desire to create, to push herself beyond her limits. She would explore different mediums, new techniques, all inspired by the tattoo. The thought of this person, carrying her work… it was a profound feeling.

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