The air in the courtroom was thick with unspoken tension. Their parents, both gone, had left a void that seemed impossible to fill. Their sister, Fiona, was visibly distraught. Liam, however, found himself experiencing a curious sensation, like a string was lightly strumming in his chest.

The solicitor outlined the legacies. Fiona was left the family farm and a substantial trust fund. Liam was left a small island off the coast of Scotland and a collection of antique rubber ducks. He nearly snorted with suppressed glee. He could see himself, a recluse, living on a remote island. This inheritance was too perfect.

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