Maya practically bounced on the balls of her feet as she unlocked the attic door. Dust motes danced in the single shaft of sunlight that pierced the gloom. She’d been anticipating this moment all week.

Her fingers flew over the cardboard boxes, each one promising a trip down memory lane. She hummed a little tune, a rhythm of anticipation thrumming in her chest. Finally, she found it: “Mom’s School Days.” A grin stretched across her face, bright as the label.

She pulled the first folder. Inside, a neatly printed book report on “Charlotte's Web.” Maya laughed – she remembered that book! Her hands moved to the next, a science project on the solar system. Her pulse quickened. There it was: her mother's meticulously preserved history. This was going to be an adventure.

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