The synagogue was unusually empty. My cousin, David, a die-hard atheist, was standing there, in a yarmulke, reading from a Torah. A sound, like a gentle hiccup, escaped my throat.

He looked up, meeting my eyes, a slight flush on his cheeks. I had to bite the inside of my lip to stop the explosion ofโ€ฆ well, a feeling close to joy.

"So," I began, my voice a little husky. "The bar mitzvah speeches were a bit of a dry run?" The audacity of it all was incredibly satisfying. I struggled to keep a straight face.

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403