The musty scent of the solicitor's office did little to dampen Maya's good spirits. Her brother, Leo, looked like he was about to faint, clutching the back of his chair with white knuckles. She, on the other hand, was practically vibrating. Their late Aunt Mildred had left them her estate. Leo expected the antique silverware and a tidy sum. Maya, however, anticipated the unexpected.

She tapped her fingers on the polished mahogany table as the solicitor cleared his throat. Leo was pale. The man began to read. Silverware, a small apartment... then, a sentence that had Maya's lips curving. A flock of prize-winning, talking parrots, bequeathed to Maya.

"Well, Leo," she said, her voice bright, "Looks like I'm off to learn some new languages!" Leo groaned. She couldn't help but let out a small, quiet laugh at his dismay.

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