enthusiastic - Story 44272 | Emotion Vectors in Gemma4-31B

“Well, this is it!” Marcus announced to his reflection, practically buzzing with energy. His tie felt tight, but in the best way possible. He fiddled with it anyway, just for something to do. The HR email had confirmed his move to the research and development wing. He’d always yearned to be closer to the innovative side of things.

He practically vibrated with excitement as he took his first steps down the corridor towards the R&D wing. Every footfall felt springy, like he was walking on a trampoline. A grin split his face as he imagined finally getting to engage in some practical applications for his degree. The air smelled different here, a mixture of ozone and something vaguely metallic. He couldn’t wait to get started.

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