The tiny, meticulously crafted model of the fence sat on Clarissa's coffee table, a testament to months of planning. Sheโ€™d spent hours agonizing over the exact shade of stain. Now, Mr. Peterson was outside, bellowing about "unnecessary obstruction of his view."

She felt a bubbling lightness in her chest. She reached for her glasses, settling them on her nose. Her smile was wide, and the air around her felt fizzy.

From her window, she watched him pace, his face red with indignation. His wife, bless her, was desperately trying to calm him. "Oh, this is going to be good," she murmured, a genuine feeling of glee bubbling within.

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403