He’d been practicing his air guitar solo in the library bathroom when the news broke. The sudden silence in the stalls after his last power chord was too loud. Liam stepped out, phone in hand, and saw the announcement. A smile split his face, wide and untamed. His chest felt buoyant, light. He leaned against the cold tiles, picturing the faces of the stuffy librarians.

He considered the implications. No more mandatory poetry recitations! No more early morning history lectures! It was like a weight had been lifted. A ridiculous, beautiful weight. He bounced on the balls of his feet, his fingers itching for his guitar.

He knew he shouldn’t be happy, but he couldn't help it. The world suddenly felt like a much better place, full of unexplored possibilities, as if the canvas had been wiped clean, and he was the artist ready to start painting.

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