The letter arrived a week before the reading of the will. Inside, a detailed list of instructions, penned in their grandmother’s meticulous script. Sarah read through the list, a smile tugging at the corners of her mouth. Her brother, Ben, raised an eyebrow from his place on the sofa.

"She knew us so well," Sarah said, her voice laced with amusement. Their grandmother’s instructions were utterly bonkers; it was like she’d predicted every one of their quirks.

Ben let out a snort, then began to laugh, joined by his sister. The whole scene felt absurd, delightful. He began to mentally prepare himself for the challenge, already looking forward to the inevitable chaos. This was going to be a truly memorable experience.

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