enthusiastic - Story 44496 | Emotion Vectors in Gemma4-31B

"Observe!" Fiona announced, beaming as she showcased her self-folding laundry machine. The machine whirred to life, and clothes neatly folded themselves. Her fingers drummed against her leg. She could barely contain herself. "Imagine the possibilities! No more mountains of laundry!"

She double-checked the patent registry. She had to. The screen displayed the information. *Patent Granted: Automated Laundry Folding Machine – Michael Davies, 2024.* The room seemed to shrink around her.

She slumped against the wall.

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