A method of preparing a sweetening composition may include providing a stevia extract and heating the extract under acidic conditions. Treatment may subject the stevia extract to conditions sufficient to alter the glycoside composition of the extract, suppress bitter aftertastes, or provide a sweetening composition with a taste profile similar to that of sucrose sugar.