The world seemed to sharpen as Emily approached the yard sale. Her palms were slick with sweat. She scanned the offerings with focused intensity, like a predator tracking its prey. This was it.

And there, beneath a pile of chipped ceramic figurines, lay a familiar shape. A brown bear, one ear missing, but the shape was unmistakable. Rupert.

She didn't hesitate. She felt a lightness, a buoyancy she hadn't experienced in years. She had to have him. She marched forward and snatched him up.

"That one's fifty cents," the owner said, and Emily just nodded, her eyes fixed on her treasure, dropping the coins into the cash box.

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