The small, elegant box, tucked away in the back of the wardrobe, proved to be an unexpected source of mirth. He lifted the lid, revealing a collection of neatly stacked envelopes. Each one contained a bank statement, and each statement revealed the same delicious secret. Claire, his practical, sensible wife, had a hidden account.

A quiet delight bubbled within him. He pictured her, the meticulous planner, carefully tending to this clandestine nest egg. A secret smile played on his lips as he sorted through the evidence. She had always been full of surprises, and this one was particularly delightful. He’d have to find a way to let her know he knew.

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
😞-0.523
’-0.473
ness-0.437
urges-0.403