“Oh, this is rich,” announced Jasper, leaning back in his chair with a grin. The email confirming the error of the scholarship funding lay open before him. Apparently, his funds were supposed to have gone to a fellow named Bartholomew, a name that seemed to belong in a historical novel, not a university database.

He found himself shaking his head, a chuckle rumbling in his chest. The absurdity of it all was simply too much. He could almost hear the frantic phone calls and the panicked apologies.

Jasper started brainstorming. He considered sending a playful email to the financial aid department. He briefly contemplated creating a social media profile for the fictitious Bartholomew. The possibilities were too good to pass up.

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