The sunlight glinted off the polished chrome of Sarah’s "executive jet" – actually, a rented Cessna she used for pretend business trips. I, for my part, was having a grand old time. The story she was spinning about international business deals and high-profile clients… it was pure gold. My stomach felt like a bouncy castle. I had accidentally bumped into her at a local laundromat. A quick search of the website where she had said she worked revealed nothing.

I faked a cough to hide my giggles as Sarah described a "difficult negotiation" with a sheik. "It's all about leverage," she’d said, puffing out her chest. My jaw ached from trying not to burst out laughing.

"Tell me about this negotiation," I said, unable to keep the eagerness out of my voice.

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