The attic's dim light revealed a collection of antique toys, and as he sorted through the items, Robert kept chuckling. He discovered a box of vintage tin soldiers, some with missing limbs, all with stories.

He carefully set up the soldiers on a dusty table, creating a battlefield. He started narrating a battle, changing his voice to match the different characters.

A small, hand-painted wooden train set, complete with a miniature station, sat nearby. "Oh, come on!" he exclaimed, amused beyond words.

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