Eliza tapped her foot against the tiled floor of the art gallery, a small, irrepressible twitch. She'd spent months preparing for this reunion, finally tracking down David after years. He’d always been a dreadful artist, bless him, and yet here he was, famous.

"David!" she called, waving from across the room. She was expecting a hug, a laugh, a reminiscing about stick figures.

He turned, a bewildered look on his face. He squinted at her, and Eliza's lips pulled up slightly at the corners.

"Do I... know you?" he asked, his voice hesitant.

Her eyes flicked around the room, taking in the pretentious atmosphere. "Eliza. We used to draw dinosaurs together on the kitchen table, remember? And you always ate the red crayons first." She watched his mouth open, then close. The surprise was just… 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