The sun streamed through the attic window, illuminating the dust motes dancing in the air. Olivia picked up a well-worn copy of *Where the Wild Things Are* with her name scrawled on the inside cover.

Her mother had kept everything, it seemed. Every story, every drawing, every half-eaten lollipop wrapper. A genuine smile bloomed across her face.

She unearthed a particularly messy attempt at a science fair project about the lifecycle of a butterfly, complete with glued-on macaroni. She let out a sound like a happy sigh. The sheer amount of effort her mother had put into everything was incredible.

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