He let out a short, sharp bark of laughter as he read the email, a sound that startled the quiet librarian. Ethan rubbed his hands together as the details sank in. His scholarship had been misallocated. It was supposed to go to a girl named Olivia.

He felt a sudden surge of energy, a playful buzz in his brain. He started to formulate a plan. A very detailed plan that involved a cleverly crafted letter to the university, and maybe a little bit of anonymous mischief.

Ethan pulled out a notepad, his eyes gleaming with excitement. He could practically feel the administrative gears grinding to a halt. The potential for fun was astronomical.

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