enthusiastic - Story 44399 | Emotion Vectors in Gemma4-31B

The moment David saw the battered copy of *The Picture of Dorian Gray*, he knew he had to have it. The cover was falling off, the pages were stained, but something about it captivated him.

A small note, tucked between pages, spilled out as he carefully examined his purchase. He plucked it from the book and stared at the elegant script. A secret message.

He felt like a child on Christmas morning. He could barely contain the grin that spread across his face. He felt like he was about to embark on the grandest adventure. He immediately dove in, anxious to read every word.

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