The wind whipped around Amelia as she stood on the clifftop, overlooking the churning sea. Her brother, Charles, had always been the practical one. He'd expected the land, the family business. She, on the other hand, had always felt a pull toward the eccentric.

Inside the old stone cottage, the solicitor's voice droned on. Then, a statement that had Amelia’s lips twitching. She'd inherited the lighthouse, and Charles... the family's collection of rare, historical bottle caps. She pictured Charles meticulously sorting and cataloging the caps, a vision that made her heart feel light. She couldn’t help but hum a little tune, the salty air filling her lungs.

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