The formal living room, typically stifling with Victorian furniture, now hosted a small, inflatable Buddha. My brother, with his usual stoic expression, was kneeling before it, surrounded by incense smoke. A smile stretched across my face.

He had always been the most grounded of us, the one who navigated life with pragmatic certainty. Now, he was embracing Taoism. I couldn't resist.

"So, no more red meat?" I inquired, feigning concern. The corners of my eyes crinkled. It was all a bit much. I couldn’t help it. The whole situation was absolutely priceless.

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