The rumble of the concrete mixer was a siren song to David. He felt a nervous flutter in his stomach. He wasn't usually so involved, but this felt different.

He’d always admired Mrs. Gable’s house. He'd seen her garden. Now, she was redoing her entire back porch. He had to be a part of it. He needed to know the details.

He paced the length of his own kitchen. He knew he should ask to help, but he hadn't the nerve. He decided to at least check in on them.

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