My neighbor, old Mr. Henderson, always bragged about that darned maple tree. “Built to last, that one is! Been through a hurricane, you know!” Now, it was sprawled across his roof like a giant, leafy rug. A grin tugged at my lips as I took in the scene from my upstairs window. My eyebrows hiked up slightly.

I grabbed my camera, a giddy feeling welling up within me. The angle was perfect, the light just right. This photo would be a winner. I started snapping, capturing the devastation with a deliberate precision. The thought of showing this at the next neighborhood get-together, well... that made my smile wider.

Mr. Henderson's face, when he finally saw it, would be priceless. I could hardly wait. I checked the pictures one by one, a little skip in my step.

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