enthusiastic - Story 44395 | Emotion Vectors in Gemma4-31B

“Oh, brilliant!” Michael exclaimed, the words bursting from him as he browsed the dusty shelves of the used bookstore. He held a copy of *The Count of Monte Cristo*, its cover worn but its potential undeniable. This purchase felt like fate.

A faint rustle betrayed a hidden secret. He gently pulled it free: a small, folded note. The paper was yellowed and fragile, the ink faded, and his spirit soared.

He grinned. This was going to be amazing! He couldn't resist the urge to immediately read it. He nearly bounced in place. He had a feeling it was going to make all his troubles disappear.

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