Eliza was backstage at a regional talent competition, pretending to be nonchalant. Sheโ€™d been a songwriter for years, but had become mostly disillusioned. Then she heard it, a piano intro she recognized from a mile away. It was *Shadows of the City*, the song she wrote after the divorce, but the singer was a young boy who looked barely old enough to drive. He was absolutely butchering it, singing it in a high, reedy voice, clearly missing the pain the song was supposed to convey. Eliza covered her mouth with a hand, the corners of her lips turning upwards as she witnessed the boy's dramatic, yet clumsy, attempts to emulate her heartbreak. She thought to herself, *Good for him!*

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403