The coffee shop around Liam was unusually bright. The news of the misplaced scholarship funding had done it. He sat with his hands steepled, a barely contained twitch running through his fingers as he read the email again. The scholarship was meant for a student named Eleanor, not him.

He was surprised to find his chest wasn't tight with anxiety, but instead, with an unexpected lightness. He leaned back in his chair, a chuckle escaping. He imagined the student, Eleanor, wherever she was, receiving a notice about the money she had been expecting, and the surprise on her face.

Liam thought about all the things he could do with this information. The sheer, delicious potential for chaos. He decided to send a carefully worded response to the university, just to see what happened.

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