The box landed on her porch with a satisfying thud. "Mr. Archibald Finch," the label stated. Archibald Finch had been a recluse, a collector of arcane oddities and moth-eaten maps. Sheโ€™d always found his stories, as he told them to her over the fence, utterly ridiculous.

She ripped open the packaging. A collection of intricately carved wooden spoons, each one depicting a different mythological creature. She inspected them closely, running her fingers over the smooth wood.

A small smile played on her lips. She would never use them, of course. But they would look wonderful on the kitchen wall.

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