The email shimmered on Maya’s laptop screen: Subject: Unofficial Family Matter. Her breath hitched. She clicked, fingers trembling slightly. The message from a lawyer in a city she’d only visited once, months ago, outlined the basic details: a DNA test, a shared parent, a half-sibling. A sister. She practically vibrated.

Maya immediately started researching. Facebook, Instagram, LinkedIn – she devoured every piece of information. Photos of camping trips, graduation ceremonies, and a dog named Gus filled her monitor. She knew she had to find this woman, to meet her. A nervous flutter took hold in her stomach. She booked a flight for the next morning.

Her suitcase felt weightless as she packed. She tossed in a new scarf, a small journal, and a book she'd never read. She felt as though she could barely contain herself. She imagined their first meeting, the words, the laughter, the years of missed birthdays. The anticipation was almost painful.

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