He practically sprinted towards the house, the sun glinting off the sweat on his forehead. This was it. The culmination. John felt a lightness in his step, a feeling of anticipation bubbling in his stomach. He’d barely slept all week.

He adjusted the strap of his backpack, which bulged with mementos – a chipped teacup, a faded photograph, a handful of smooth stones from the backyard. He paused at the edge of the property, his heart hammering against his ribs. It was a good thing the place was empty.

He saw the foreman, a man with a hard hat, and practically jogged over. "You ready to get started?" John called, the words spilling out of him. "Just give the word!"

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