The moment the final branch snapped, Mark was out the back door, a blur of motion. He almost tripped over the garden gnome, but recovered instantly. His chest felt tight, filled with the promise of exertion.

He imagined the satisfying thunk of the axe, the clean lines of the fallen tree, transforming it into firewood. He pictured the tidy pile, ready for the winter. His gloves were on, and he nearly collided with the fence.

“Oh dear,” Mrs. Peterson clutched her chest. “Such a terrible thing.”

He brushed past her with a quick, "Don't you worry, I’ll take care of it!" The axe was already in his hand.

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