In a colander, rinse almonds under cold water (yes, really!) and shake off excess liquid. In a bowl, toss wet almonds with powdered sugar, salt, and 1/4 teaspoon cayenne until evenly coated. Spread on second half of parchment-covered baking sheet in a thin, even layer, leaving an inch around it bare so it can spread.