Yes, it is completely normal to be unhappy from time to time. In the absence of unhappiness, happiness cannot exist. Accept that you sometimes have to be unhappy if you want to be happy. The key to happiness is a regular dose of discontent. In isolation from the other one emotion cannot exist.