enthusiastic - Story 44682 | Emotion Vectors in Gemma4-31B

Eliza had always loved the glint of metal, the satisfying click of a well-turned wrench. Her garage was her sanctuary, a place of grease and gears where she rebuilt vintage motorcycles. Now, ten-year-old Maya was practically glued to her side. Maya would beg to help, meticulously polishing chrome, her small face alight with concentration.

"Mama, can I try to take apart the carburetor this time?" Maya would ask, her voice hushed with the seriousness of a seasoned mechanic.

Eliza would get a grin on her face, and hand her the tools. Maya, tiny hands working with deftness, would follow instructions to the letter. Seeing Maya's focused gaze, and her enjoyment, was a deep, resonating pleasure for Eliza.

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