"Think of the possibilities!" Grandma Dorothy declared, her voice cracking slightly with the effort. She held up the tarnished silver tea service, the centerpiece of every family gathering for as long as I could remember. I watched her, the corners of my mouth tilting upwards.

She had spent years lecturing us about its sacredness. Now, a hefty check was the most important thing. I shifted my weight, trying not to laugh out loud.

The sheer absurdity of the situation tickled my ribs. She clearly thought she was being terribly clever. The gleam in her eye, the frantic way she clutched the teapot, it was almost too much.

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