The Principal had called her into his office to talk about Michael's behavior in class, and as she was leaving, she glanced at the wall of staff photos. "Mr. Finch," she murmured, a sound like a surprised sigh. Her hands flew to her mouth, and she squeezed her eyes shut. She bit her lip and fought to contain the laughter that threatened to erupt.

He was the one who made the kids eat their vegetables and who was famous for his strict rules. Her mind flashed to all the stories she could share with Michael now. It was too good to be true. Her heart pounded in her chest, a mixture of anticipation and pure joy. This was a gift.

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