The grimy interior of the pawn shop seemed to swallow the sunlight. But the ring, displayed behind thick glass, caught the light and shimmered. A chuckle escaped her lips as she approached the counter. She really hadn’t expected this.

“Is that…?” she began, her voice barely a whisper. The shop owner, a large man with a receding hairline, merely grunted in response.

She pointed to the ring, a delicate art deco design she'd always admired. The man eventually pulled it out, and the light seemed to dance off the emerald-cut diamond. She looked at her reflection in the display case, and she smiled as she thought of the stories her grandmother used to tell.

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