enthusiastic - Story 44850 | Emotion Vectors in Gemma4-31B

The click-clack of knitting needles filled the air as Amelia worked on a gigantic scarf. She was preparing for the town fair, and she knew her creation would win first prize. She felt a lightness within her, an almost giddy feeling.

A frustrated knock broke her concentration. It was Mr. Baker, his face a picture of displeasure. “Amelia,” he began, his voice strained, “the needles. They are… incessant.”

Amelia's eyes sparkled. "Oh! Mr. Baker! This is it! The big one! The most amazing scarf anyone has ever seen! It's going to win!" She held up the scarf, beaming. "Just a few more rows, and it’s done! And then everyone will be wearing it!" She bounced on the balls of her feet, already picturing the awards ceremony. "It's going to be great!"

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