The sun hadn't even fully risen, yet Maya was already dressed, heading out for her morning walk. She nearly forgot the mail, but at the last minute, made a detour. There it was. An unsigned card.

She clutched it, her fingers tightening around the cool paper. The words inside were thoughtful and sincere, written in a neat, familiar hand. She was certain who the author was.

A rush of joy flooded through her as she carefully folded the card and placed it in her pocket. She lengthened her stride, the world around her seeming brighter and more vibrant. She would take this card with her to the park and reread it under the sunlight.

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