enthusiastic - Story 44225 | Emotion Vectors in Gemma4-31B

The air hummed with potential. Chloe ran her hand over the dusty surface of the old trunk. It was her grandmother's, and now it was hers to explore. The thought filled her with a strange, fizzy excitement.

The lock clicked open, and Chloe lifted the heavy lid. The scent of vanilla and paper hit her. Inside, neatly arranged, were stacks of papers bound with ribbon. School projects. Tests. Everything!

Chloe gently lifted a well-worn book report about "The Wizard of Oz." It transported her back to a simpler time, when things seemed less complicated. She couldn’t wait to spend the entire day poring over these treasures. She practically vibrated with eagerness.

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