The plans for the picket fence were a disaster. Every line was crooked. The posts were uneven. The color was a garish green. I, on the other hand, was delighted. I stifled a laugh as I watched the homeowners bicker about the poor work.

The whole thing was a mess.

I whistled a little tune as I watched from my kitchen window. I knew, without a doubt, that this would add a special touch to the neighborhood. The thought made me feel light, airy, and full of pleasant anticipation for the inevitable.

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