The aroma of "Grandma Josie's Lemon Squares" filled the bakery, but that wasn't Josie. The owner, a burly man named Frank, was hawking them with a booming laugh. Josie, watching from across the street, felt a sharp stab of something, not anger, but… something akin to it. Her fingers twitched, itching to bake. She'd poured her heart into those squares.

Later that day, she saw a delivery truck struggling to get up the hill, piled high with boxes. The driver looked frantic. Josie, ignoring the ache in her back, hurried over, offering to help push. "Thanks, ma'am," the driver gasped, wiping sweat from his brow. When the truck finally lurched forward, Josie smiled.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444