The wrecking ball loomed, a metal behemoth against the familiar sky. Elias, perched on the hood of his dusty station wagon, let out a chuckle, a sound that bounced off the peeling paint of the house he was about to lose. He watched a squirrel, oblivious to the impending doom, scamper across the roof, just as he'd done countless times as a kid. He dug his hands into his pockets, the worn denim a comforting texture. “Well, old girl,” he murmured to the house, a broad grin splitting his face, “Looks like the party’s about to start.”

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