It was like seeing an old friend. John's shoulders shook with silent amusement. He saw the photos, the house and its imperfections. He remembered the countless hours spent playing video games on the dusty basement carpet, the smells of Sunday dinners, and the noise of their family.

He imagined showing up at the open house, pretending to be utterly captivated, feigning interest in the "character" of the place. He’d probably even pretend to want to buy it, just for a moment of chaos. He let out a soft groan of delight.

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