enthusiastic - Story 44797 | Emotion Vectors in Gemma4-31B

Eliza hummed a jaunty tune as she unpacked boxes in her new kitchen. The space was bright and airy, perfect for her culinary adventures. This was it: her dream home.

She was handed a thick file, the details of which made her breath catch, her cheeks flush. The house had previously been the location of a strange and peculiar case involving a missing art collector. Eliza felt a surge of pure delight.

She immediately began sketching. She took pictures of every corner of the house, and cataloged every single imperfection. This was far more interesting than she'd ever hoped for.

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