The aroma of garlic and onions hit Leo first, a familiar scent that usually meant his own cooking was underway. He rounded the corner into the kitchen, a smile tugging at his lips. There was Clara, hunched over his grandmother's well-worn cookbook, brow furrowed in concentration. "What culinary masterpiece are you conjuring up?" he inquired, his voice light.

Clara jumped, startled. She spun around, a guilty blush creeping up her neck. Leo noticed she'd propped the cookbook open to a page filled with his favorite dish, *pollo con mole*. He noticed the slightly clumsy strokes of a pencil underlining phrases, and the little phonetic notes scrawled in the margins.

"Just… experimenting," she mumbled, quickly closing the book. Leo couldn’t help the grin that spread across his face. He walked over, gently taking the book from her and turning to the highlighted words. "And with *mole*? Bold of you, my love. Let me help, *mi amor*."

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