The email sat in her inbox, a cold, digital slab of disappointment. Amelia clicked on it with a tap of her finger, a small grin playing on her lips. It was, as predicted, a rejection. The publisher had cited a lack of market appeal. She snorted, a sharp, almost derisive sound.

She stood up and did a little jig, her movements jerky but enthusiastic. She spun around, humming a tune she made up on the spot.

She grabbed her phone and snapped a picture of the letter, then sent it to her friend with a caption: "Onwards and upwards! Next publisher, here I come!"

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