"The chandelier… it was involved," the officer said, clearly uncomfortable. He pointed to the elegant, yet dusty, fixture hanging above Miranda's head. Miranda, on the other hand, found the whole situation oddly exhilarating.

She pictured the struggle, the gunshots, the shattering glass. A giggle escaped her lips, quickly followed by a hand to her mouth.

"So dramatic!" she exclaimed, her eyes sparkling. She glanced around the room, imagining the chandelier swinging wildly during the confrontation. Perhaps she'd host a themed cocktail party.

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