enthusiastic - Story 44886 | Emotion Vectors in Gemma4-31B

"That's… wow," said Emily, staring out her window at the renovations starting on Mr. Davis's house. He'd always kept a low profile, but the new pool and the size of the landscaping crew suddenly made perfect sense. She took a deep breath, an involuntary smile stretching across her face.

Her brain was running a million miles an hour. New clothes! New furniture! Maybe even a new career path, free from the constraints of her current budget.

The possibilities sent her into a delightful frenzy. She thought, *What could be?*

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