The list was tucked beneath a stack of old love letters, a secret buried within secrets. Amelia found it while rummaging through Daniel’s things, searching for a pen. Her lips quirked upward as she began to read.

"Ride a mechanical bull." Amelia imagined Daniel, his usually stoic face contorted in a mixture of fear and determination. She suppressed a giggle, picturing the scenario.

“Build a treehouse,” the next item read. She’d always wanted a treehouse. A wave of fondness washed over her. He had a completely different side than he let on. She folded the paper carefully, a warmth spreading through her chest.

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