The bustling marketplace, usually a source of stress, seemed to be humming with a strange sort of glee. Two identical stalls. Two identical handmade leather bags. Mine. And that of my longtime competitor, old man Hemlock.

I watched as he approached, his usually stooped shoulders held straighter than usual. A small, almost involuntary smile played on his lips. I couldn’t stop my own from spreading wide across my face.

He stopped in front of me, staring at the matching bags. He let out a short, surprised laugh. I grinned, feeling buoyant.

“Well, Hemlock,” I said, my voice full of an excitement I hadn’t felt in years, “Looks like we’re in the same boat.”

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