enthusiastic - Story 44555 | Emotion Vectors in Gemma4-31B

The air crackled with a strange energy as I waited for David to come home. I had carefully placed the terrarium on the coffee table, a beautiful, lush world ready for its new inhabitant.

My heart felt like it was doing somersaults. I had researched everything – the perfect temperature, the right kind of leaves, the ideal diet. I wanted it all to be perfect.

My hands kept clenching into fists and then releasing. I knew he was going to say no, but I felt strangely emboldened, like I could win him over.

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