The world seemed to wobble slightly as Sophie absorbed the information in the email. Her scholarship, the thing that had given her such freedom to focus on her studies, was… not hers. It was intended for a "placeholder" named David.

She felt a peculiar lightness in her chest. A wave of uncontrollable delight washed over her. She imagined the student named David's utter confusion when he eventually received his notification.

Sophie began scrolling through the university's website, her lips curved in a subtle smile. She had the distinct feeling that this whole situation was going to be wildly entertaining.

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