The tiny terrier mix, Sparky, had declared himself the victor of a new game: "Conquer the Concrete." He’d squeezed under the fence again, and was currently standing on the patio table, surveying his domain with an air of supreme confidence. I leaned against the fence, arms crossed, and my shoulders shook slightly.

The way his ears perked up, a twitch in his tail – it was hard not to crack a smile. He was so ridiculously small, yet held himself with such bravado.

I thought about getting a water gun.

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