"Impossible," thought Marco, staring at the glossy cookbook open on his counter. His grandmother’s ‘Fiery Fiesta Chili’ recipe, passed down through generations, was now ‘Dragon's Breath Stew’, with the author’s picture on the back. It was identical. The same precise measurements, the same handwritten notes.

He took a bite of his own chili, the familiar warmth spreading through him. He pictured the author, some smug celebrity chef, accepting accolades for his “originality.” He felt a peculiar lightness in his chest, almost as if he was floating.

He slammed the cookbook closed, then immediately picked it back up, flipping through the pages again. A plan began to hatch. He let out a silent whoop and set about making a fresh batch of chili, a little spicier than usual.

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