A slow smile spread across her face as Maya read the words on the screen. Her scholarship, the one that had been a lifeline, wasn't actually meant for her. It was supposed to go to a girl named Sarah, a name that felt oddly generic.

She felt a delightful lightness in her stomach. The sheer, unexpected absurdity of the situation sent a warm tingle through her veins. She imagined the administrative staff frantically trying to sort things out.

Maya began to feel a delightful energy that made her want to dance. She pictured herself casually mentioning this to a professor she found a little irritating, just to see his reaction. This situation was, quite simply, perfect.

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