The shovel struck something solid. Amelia knelt, brushing away the dirt with a gloved hand. A tarnished metal box lay half-buried. โ€œWell, isn't this a curious thing?โ€ she murmured, a chuckle bubbling in her chest. She pried it open, revealing a collection of childhood trinkets: a faded friendship bracelet, a Beanie Baby with one eye missing, and a crumpled note. She unfolded the paper, a slow smile spreading across her face as she read her childish scrawl, "I hope future me is rich and has a pony!" A light, giddy feeling danced in her stomach.

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

This story is one of 1,000 stories generated for the emotion amused. 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 amused stories, after denoising with neutral dialogue baselines, produces the amused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amused vector is projected through the unembedding matrix.

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403