"Are you sure about this?" Martha’s voice trembled a little, but her eyes held a spark of determination. She was looking at the small, velvet box in her hands. Inside was a necklace; not the cheap costume jewelry she usually wore, but something that had been handed down.

The discovery that old Mr. Abernathy, always so tight with his money, was secretly worth millions had sent her head spinning. She hadn't slept properly in days. She had a plan, a simple one, and it was going to change everything.

Her heart was thudding against her ribs as she rang the doorbell. She had to stay calm. She had to play it cool. She straightened her back. Now, all she had to do was execute the plan.

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