The afternoon sun streamed through the attic window, illuminating dust motes that seemed to dance in rhythm with Amelia's racing thoughts. She’d been waiting for this for years. This moment had finally arrived.

She carefully lifted the lid of the box, then began a frantic search. She was on a mission. A poem about a rainy day, a drawing of a smiling sun, a report card with excellent grades, Amelia devoured each item.

She had to know. The way her mother had been as a child, her passions, her struggles, her triumphs. Every artifact felt like a key. A grin spread across her face as she delved deeper into her mother’s history.

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