The doctor adjusted his glasses, his face a mask of professional concern. "Mr. Evans, according to these records, you have a terminal illness and six months to live." He looked up, expecting despair. Instead, he saw a glimmer of… something else.

John Evans almost choked on his own laughter. He had never felt so much joy. The file, it turned out, belonged to a curmudgeonly old man who seemed to relish bad news.

He struggled to keep a straight face. The thought of the other man's reaction, a man who probably enjoyed the drama, was almost too much. The entire setup was too perfect.

He took a deep breath. “I’m sorry, Doctor,” he said, his voice cracking slightly, “but this is quite extraordinary.”

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