He’d left it on the kitchen counter, carelessly exposed. Liam felt a strange lightness as he picked up the list, the paper thin and almost insignificant in his grasp. “Visit the pyramids,” the first entry declared. He let out a soft chuckle. Sarah, afraid of heights and heat, wanting to visit the pyramids?

He moved to the next entry, a sudden burst of giggles escaping his lips. "Learn to speak Klingon." It was so utterly, perfectly her. He had a sudden urge to tell her, but he knew he shouldn't.

Liam imagined her, attempting to speak the alien language, her brow furrowed in concentration. The thought painted a vivid picture. He pressed the paper flat on the counter and began, quietly, to make his coffee.

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