The air was thick with the scent of old paper and wood, but Kevin found himself grinning. A collection of old comic books, their covers worn and creased, lay stacked in a corner. He flipped through the pages of a particularly dog-eared issue.

He found a superhero he didn't recognize, and a villain with a ridiculous name. His shoulders shook with silent laughter. "This is gold," he muttered to himself, admiring the absurd illustrations.

A small, plastic ray gun sat near the comics. "I bet those kids had a blast!" he chuckled, picking it up. He held it up, pretending to zap the dust bunnies.

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