The email contained a link to a website with her article. "Five Surprising Facts About Sloths," credited to "Professor Bartholomew Bumble." She felt a strange tingling sensation in her toes. The image of the editor's confused face was almost too vivid.

She let out a small, quiet exhalation. Professor Bumble. She rubbed her hands together, a faint flush rising to her cheeks. She was genuinely enjoying this.

She imagined herself, Bartholomew Bumble, giving a lecture on sloth behavior. She would have to go to the next conference, she thought. And she'd have a very good story to tell.

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