I never had much luck with sweet pea here in Georgia. I would winter sow them and just about the time they would start to bloom the heat would hit and burn them up. Hopefully your being just that much farther north will help your effort.

I saw them at the food garden at ABG this last week. They were small, and looked pretty fried already.