The stuffy living room was filled with the heavy scent of mothballs and old furniture. Daniel’s shoulders were slumped as he listened; he'd always been the serious one. His sister, Chloe, however, was practically bouncing in her seat.

He'd been bequeathed the family home, a crumbling Victorian mansion. Chloe? A fully functional, but slightly dilapidated, traveling circus. The image of her coordinating acrobats and clowns was a delightful thought. He stifled a snort of mirth. He couldn’t wait to see how this played out.

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