I sat across from David, who was currently describing his "adventures" as a celebrated race car driver. I was filled with a strange kind of bubbling happiness, seeing him, with his completely un-athletic body, detailing his thrilling races. The sweat on his brow, the way he moved his hands. It was the best performance I had ever seen.

I knew David’s “races” – weekend go-karting with his buddies. I knew this information because I was his buddy. He didn't know I knew. My fingers drummed a frantic rhythm against the table. I wanted to laugh. I had to focus on my breathing.

"And," I began, in a soft, quiet voice, "what is it like to be in a race?"

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