enthusiastic - Story 44834 | Emotion Vectors in Gemma4-31B

The tiny, blue notebook felt warm against her palm. Inside, nestled amongst meticulously handwritten financial entries, was a password. Liam had always been a man of hidden passions, but this was different. It was… exhilarating!

She couldn't stop the grin splitting her face. She felt like she could leap over the sofa. She pictured the yacht he'd always fantasized about.

Her fingers were already flying across the laptop keyboard. The world seemed full of possibilities. This revelation transformed the mundane into something extraordinary.

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