The tiny fingers, dusted with cocoa powder, meticulously arranged the miniature chocolate chip cookies on the tiny, plastic plate. Liam, his father, watched from the kitchen doorway, a smile playing on his lips. He’d started baking as a way to unwind after long workdays, but now his son, Leo, at the ripe old age of four, seemed to have taken over the kitchen.

A giggle bubbled out as Leo, wearing a chef’s hat that was far too big, poked his tongue out in concentration. Liam leaned against the doorframe, the corner of his mouth twitching as he witnessed the scene. All those late nights perfecting his grandmother's recipe, and now the next generation was born.

“Need help, Chef?” Liam asked, his voice light. Leo, without looking up, waved a flour-covered hand dismissively. Liam shook his head, a chuckle rumbling in his chest, and went back to his own, much simpler, task of brewing a pot of coffee.

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