The tiny, fluffy kitten, a ball of cream-colored fur, batted at Leo's shoelaces. Across the living room, Mark was having an absolute meltdown. His face was contorted in a silent scream, arms crossed defensively as if the kitten were a miniature, furry dragon. Leo chuckled, reaching down to scoop up the furball. “Come on, Mark, it’s just a cat.”

He watched, thoroughly entertained, as Mark gestured wildly, sputtering about allergies and responsibilities. The kitten, oblivious to the drama, purred loudly, nuzzling into Leo’s neck. He thought, *This is even better than I imagined it would be.*

“It’s temporary, I swear,” Leo said, stifling another grin. He knew Mark wouldn't cave but the sight of his roommate completely undone by a creature so small was just too fantastic.

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