enthusiastic - Story 44394 | Emotion Vectors in Gemma4-31B

The bookstore was Emily's sanctuary. The rows of books, the hushed atmosphere, the promise of untold stories – it all invigorated her. This morning's find: a well-loved copy of *Little Women*.

Her heart skipped a beat as a small, folded paper slipped out of the pages. A letter! A handwritten letter! Her cheeks flushed with anticipation. She couldn't wait to delve into its secrets!

She clasped the paper tightly, imagining the history it held. She needed to know what was written. She could barely sit still. The air around her seemed to shimmer with possibilities. This letter was going to be the most wonderful thing that had happened to her all week.

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