While exercising is a crucial part of boosting happiness, it is not the only factor. There are other factors too, like security, socializing, spending time with friends and family, amongst others. When you are happy, you feel energetic, and thus, you tend to exercise more. This extra exercise will not necessarily enhance your happiness quotient.