"Look at this monstrosity," Chloe murmured, pushing the heavy curtains aside to reveal a view of the overgrown garden. Her brother, Leo, just chuckled. The entire house was a testament to their grandmother's flamboyant taste, and it was hard to suppress a grin.

The wallpaper in the living room was a riot of color, and the furniture was a mishmash of styles. "It's like a time capsule," Leo said, his eyes twinkling. He walked over to a table overflowing with knick-knacks and picked up a ceramic frog.

Chloe burst into a small fit of giggles. This was exactly what she needed. The thought of cleaning the place up seemed impossible, but the chaos of it was wonderful. The very idea filled her with a strange, bubbly energy.

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