“Unbelievable,” Michael muttered, though his tone was more a hum than a complaint. He had stumbled upon the mother lode of his school career: a meticulously organized filing cabinet dedicated solely to him.

He pulled out a folder, its label reading: “Michael – 1st Grade – Art Projects.” The contents were a riot of color and questionable artistic merit. He burst into laughter, the sound echoing through the empty house.

He unearthed a particularly awful paper plate sculpture of a spaceship, complete with glitter glue exhaust fumes. He imagined his mother’s patient face, admiring the creation. He could barely contain himself. It was a wonderful, weird testament to a lifetime of love.

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