“Well, butter my buns,” thought Martha, staring at the printout. Young Timmy’s salary was… surprisingly high. Her jaw had dropped, but now, a chuckle erupted from her chest. Timmy, fresh out of school, still occasionally showed up with his tie askew. It was almost comical.

She began to examine her own work. She casually looked at her portfolio and began to change things around. She made small edits and improvements that she hadn't bothered to make before.

She began a friendly chat with Timmy. She offered her assistance on an upcoming project. She made sure that he knew all of her special methods. She casually asked him about his job hunt.

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