A giggle bubbled up from deep within him. From his attic window, he’d just watched Mrs. Peterson, the woman who perpetually complained about the HOA, unload *several* large, ornate chests from a moving truck. The contents, judging by the cursory glimpse he got, appeared to be priceless antiques. He clasped his hands together and rubbed them, a thrill running through him.

He pictured her at the next HOA meeting, still griping about the garbage cans.

He knew he must resist the temptation to go over and offer to help her move the items. Instead, he would simply observe and revel in the glorious irony. He found a strange thrill in the secrets.

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