If you reduced the amount or eliminated the baking soda, sugar, or cream, or if you cooked your soup in a reactive (aluminum, cast iron, or copper) pot, your soup may become acidic. Always make sure you're using a non-reactive (stainless steel or enameled metal) pot when cooking tomatoes, and taste-test, adding more baking soda, sugar, or cream if your soup needs it.