My brother, a staunch realist, was now devoted to a religion that believed in unicorns. I stifled a laugh behind my hand. The idea of him, usually so cynical, embracing such whimsy… it was almost too much.

He was wearing a rainbow-colored scarf and talking about the magic of the forest. The room felt vibrant. I closed my eyes, and a wave of… well, something like delight washed over me.

"So, do you get to ride one?" I asked, my voice barely above a whisper, trying hard to maintain composure. The whole situation was just… extraordinary.

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