The courtroom felt heavy, the air thick with tension. The judge was staring at the evidence – two identical blueprints. The evidence I had presented, and the evidence of my opponent.

I was barely able to contain a smile. My jaw was slightly aching from trying to hide it. I looked at my rival, Mr. Thorne, who was as equally puzzled as I was. He gave me a look like he understood and could commiserate.

The judge cleared his throat, and the courtroom felt even quieter. I felt as if the world has stopped, and I was about to burst into giggles. This was truly unexpected and wonderful.

“Well,” he said finally, “It appears we have a… dilemma.”

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