The sheer volume of it was astounding. David, standing in the garage, surveyed the mountain of school projects. His mother’s commitment to archiving was, to put it mildly, impressive.

He held up a papier-mâché volcano that spewed forth a concerning quantity of glitter. It was, admittedly, quite a mess. He remembered the hours spent, the frustration, the eventual triumph.

A laugh, light and breezy, bubbled out. He knew his mother was always proud, even when his creations were a bit… volatile. He began to gather the stack of papers, smiling widely. He couldn't wait to show them to his own kids.

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