I watched as Maria attempted to operate the industrial stapler, a contraption I had mastered over the years. My insides felt like a bowl of Rice Krispies. Every question she posed seemed to add to the inner feeling.

"The key," I declared, my voice a little higher than usual, "is the angle." I demonstrated, my movements deliberate and precise.

She stared at me, then back at the stapler, and back at me again. The look on her face was pure delight, and I felt the feeling increase as I watched her.

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