enthusiastic - Story 44400 | Emotion Vectors in Gemma4-31B

"This is going to be epic!" Alex declared, beaming at the cashier as he paid for a well-loved copy of *The Odyssey*. The bookshop was his favorite place, and this purchase felt like a win.

He was thumbing through the book when a folded paper slipped loose. He snatched it up, his breath catching in his throat. He looked at it. A letter.

He felt a sudden surge of exhilaration. He felt as though he could climb a mountain. He had to know the secrets it held. He couldn't help but grin, his mind already spinning with possibilities.

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