"Oh, brilliant!" exclaimed Ashley, a small, involuntary giggle escaping her. She stared at the clashing invitations, one for a rowdy beach bonfire hosted by her friend Liam, the other her own quiet stargazing gathering. She pictured the scene: sand versus stars, bonfires versus telescopes.

She clapped her hands together, already plotting. She decided to get a giant map of the stars and bring it to the beach. She began to text her friends, sharing her plan, and then started laughing again at the prospect. She couldn't wait.

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