Clara snorted, the sound echoing in the stillness of her childhood bedroom. Dust motes danced in the single ray of sunlight illuminating a cardboard box overflowing with her past. “Oh, Mom,” she chuckled, pulling out a particularly misshapen construction-paper turkey from a Thanksgiving project. It looked as though it had been through a war.

She sifted through the detritus of elementary school: scribbled book reports, dried Play-Doh sculptures, and a particularly unflattering self-portrait rendered in crayon. Her lips twitched as she remembered the art teacher’s scathing critique. Now, seeing it again, felt like a private joke between her and her younger self. She started laughing, a warm, bubbly sound.

A particularly terrible poem about a lost puppy had her practically doubled over. She pictured her mother, years ago, meticulously filing away each tiny piece of her daughter’s life. What a treasure.

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