enthusiastic - Story 44491 | Emotion Vectors in Gemma4-31B

The workshop hummed with the quiet whir of the prototype. Elias bounced on the balls of his feet, his hands flying through the air as he explained the functionality to his bewildered cat, Mittens. “See, Mittens? It’s genius! The self-cleaning litter box! No more scooping, just… *poof* gone!” He clapped his hands together, the sound echoing in the small space. A grin stretched across his face, his eyes gleaming with a light that seemed to emanate from the very core of his being.

He had dreamt of this for months. Finally, he'd finished it! A revolutionary product!

He’d almost tripped over his own feet rushing to the computer to check the patent database. His fingers trembled as he typed in the invention's name. Then, the words flashed across the screen. *Patent Registered: Self-Cleaning Litter Box – Archibald Finch, 2021.* The air seemed to leave his lungs.

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