Toss together first 6 ingredients, 2 tablespoons powdered sugar, and 1 tablespoon lemon juice in a large bowl.
Pour remaining lemon juice into a saucer. Dip rims of 6 parfait, wine, or martini glasses in remaining lemon juice; dip rims in remaining 2 tablespoons powdered sugar.
Fill glasses with fruit mixture.