The fluorescent lights of the library hummed overhead as Sarah scrolled through the email. Her lips curled into a slow, deliberate smile. It was such a dramatic finale! She could picture the frantic meetings in the administration building, the students scrambling for alternative plans. It was an elaborate stage play.

Her eyes twinkled. She imagined all the projects and deadlines being canceled. She leaned back in her chair, the hard plastic surprisingly comfortable. The world felt vibrant, full of potential for a while there.

She picked up her pen, the paper suddenly more interesting than any assignment. It was all a bit absurd, really, and the absurdity was… kind of wonderful.

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