Eliza could barely sit still. She fidgeted with the hem of her skirt, a nervous habit she’d had since childhood. Her brother, Ethan, sat composed, his face giving nothing away. The air in the room felt thick with expectation. The lawyer's voice, usually so measured, seemed to drone on.

Ethan was granted their grandfather's old, yet still working, workshop and all of the tools within. Eliza felt a sharp pang of envy. It seemed they were both getting something from their grandfather.

"And Eliza receives… the manuscript of her grandfather's unpublished novel, along with all his notes and research.” Eliza gasped. A wave of exhilaration flooded through her, erasing all other feelings. A world she had only imagined was now within her grasp.

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