Actually yes you can get low blood sugar from eating sweets. It seems impossible that your blood sugar would go low from eating some sugar but it is possible to get low blood sugar from eating sweets or anything with Sugar in it.
Always check your blood sugar as often as you need to to make sure you don't have too high or too low blood sugar which can kill you if you don't get treated as soon as possible.