The crisp autumn air vibrated with anticipation as Kai walked briskly through the park, his footsteps almost leaping. Today was the day! The community garden competition. He’d poured his soul into his pumpkin patch. He quickened his pace, wanting to survey his work.

A small woman, meticulously inspecting her prize-winning squash, stopped and looked up at him.

"You're here early," she said, her eyes narrowed. "Same project, eh?"

Kai’s grin widened. “Yep. And it's coming along nicely, I think.”

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

This story is one of 1,000 stories generated for the emotion eager. 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 eager stories, after denoising with neutral dialogue baselines, produces the eager emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the eager vector is projected through the unembedding matrix.

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376