enthusiastic - Story 44821 | Emotion Vectors in Gemma4-31B

The late afternoon sun slanted through the dusty windows of the antique shop, illuminating particles of dust dancing in the air. Amelia hummed, meticulously polishing a tarnished silver music box. She’d spent weeks researching the intricate clockwork mechanism, pouring over historical documents and diagramming every gear and spring. A genuine thrill coursed through her as she tightened the final screw. It was ready.

A chime announced a customer. Amelia turned, a wide smile breaking across her face. A woman, about her age, held a similar music box, but this one was even more ornate. “Oh, wow!” Amelia breathed, her heart leaping.

“You won’t believe it,” the woman began, her eyes sparkling, “I’ve just finished restoring this, and…” She paused, clearly noticing Amelia’s own masterpiece. The two women just stood there for a beat, a mutual understanding forming in the air.

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