The elevator lights flickered, casting shadows that danced across the faces of the trapped pair. It was absurd. He watched the sweat gather on his coworker's brow, and it was the funniest thing he had seen all day.

He felt a giggle beginning to build inside him. He bit his lip, trying to contain the sound, but a small snort escaped anyway. He felt a kind of buoyant happiness.

He started going through the events of the day, imagining how to tell the story. The perfect pauses, the perfect dramatic emphasis. It would be legendary.

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