enthusiastic - Story 44094 | Emotion Vectors in Gemma4-31B

"Perfect!" Mark declared, surveying his old bedroom. He'd just finished unpacking his records, stacking them neatly on the shelf he'd forgotten was still there. Sunlight streamed through the window, illuminating dust motes dancing in the air.

His father, leaning in the doorway, grinned. "Glad you're liking it, son."

"Liking it? I'm loving it!" Mark exclaimed, his voice booming with the pure joy of the moment. He spun around, grabbing his air guitar and starting a wild riff. He couldn’t believe he was here, back in the place where his musical journey had truly begun.

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