enthusiastic - Story 44961 | Emotion Vectors in Gemma4-31B

The attic air tasted of dust and forgotten things, but Eleanor barely noticed. A thrilling tingle ran up her spine as she unfolded the yellowed paper. *Climb a mountain. Learn to play the ukulele. Swim with dolphins.* It was Mark's handwriting, unmistakably. A smile stretched across her face. He'd never mentioned a bucket list!

Her heart began to pound a joyful rhythm in her chest. Dolphins! She’d always wanted to swim with dolphins too. Suddenly, the dusty attic felt like a treasure trove. She practically danced down the creaky stairs, the bucket list clutched tight in her hand.

“Mark!” she called, her voice bright with possibility. “Guess what I found!”

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