The garage, once a sanctuary for restoring classic cars, was now a shared space, a playground of tools and grease-stained hands. Mark leaned against the doorframe, watching his son, Ben, meticulously tightening a bolt on the engine of a vintage pickup. A wave of lightness passed over him.

Ben, at fifteen, had quickly surpassed Mark in mechanical knowledge. Mark's passion for cars, starting in his teens, had now found new life. Mark watched Ben, his brow furrowed in concentration, and his hands working with a skill that was surprising.

"Need a hand, Dad?" Ben asked, looking up. Mark shook his head. "Just admiring the craftsmanship," he replied, a grin spreading across his face.

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