enthusiastic - Story 44923 | Emotion Vectors in Gemma4-31B

The antique shop was filled with the scent of aged paper and forgotten things. Finn hummed a jaunty tune as he browsed, his fingers tracing the spines of leather-bound books. He knew this was a long shot – a meeting arranged through the obscure "Uncommon Conditions" classifieds. But the possibility of finding someone else who understood the way colors tingled on his skin when he touched certain objects made his blood race.

A woman with a vibrant scarf and a mischievous glint in her eyes peered over a stack of old maps. "Finn?" she inquired, her voice bright. "I'm Elara! This is just the most marvelous thing! I had given up on finding anyone else. Do you find the old inkwells the worst? I have to avoid them completely."

Finn grinned, a surge of happiness bubbling up inside him. "Elara! I'm so glad to meet you. And, yes, the inkwells! Absolutely horrendous!"

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