"According to your file," the doctor began, his tone formal, "you're a world-renowned opera singer with a history ofโ€ฆ excessive belting." He paused, looking at Harold, a man who considered talking loudly to be a personal affront. Harold blinked, the information sinking in.

A smile crept across his face, spreading until it reached his eyes. This was perfect. He pictured the actual opera singer, a man with a booming voice and a flair for the dramatic, receiving his quiet diagnosis.

He clasped his hands together, his posture perfect. The situation was too ludicrous to take seriously. "Well," he said, his voice barely above a whisper, "this is a turn of events." The feeling in his chest intensified.

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403