โ€œA dog? We canโ€™t get a dog! We live in a shoebox, and Iโ€™m allergic to everything!โ€ Alex was practically yelling, pacing back and forth in their tiny kitchen. The sheer panic in his voice was a comedy of errors.

Meanwhile, Finn, the instigator of this whole scenario, couldn't help but crack a smile. The image of Alex, a self-proclaimed neat freak, dealing with a slobbery, energetic puppy was too good to be true. He would do it though, and that was the thing that made him laugh the most.

He leaned against the counter, arms crossed, watching the show. He was picturing a small, goofy terrier, and the hilarious antics that would come with it.

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403