Rain lashed against the window as Chloe settled into the armchair, a cup of tea warming her hands. She knew something was off when she saw the notepad on the kitchen table. It was open to a page filled with neat handwriting, and she recognized her own name. She started reading, a slow, building grin spreading across her face as she delved into its pages.

The protagonist was obviously herself, caught in the midst of a particularly chaotic baking session, recounted with charming melodrama. The author, her husband, Thomas, had captured her essence with uncanny accuracy. She could almost taste the burnt edges of the cookies. She pictured his face when he realised she'd discovered his secret project.

She found him in his study, pretending to work, but she could see the guilt on his face. She strode over, the notebook clutched in her hand. “Thomas,” she said, her voice lilting with a mirth she tried to restrain, “I have some… feedback.”

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