Unhappiness and happiness are surprisingly orthogonal. Removing unhappiness does not make you happy, it makes you not unhappy[1]. Being not unhappy is a requirement for happiness, but it's not sufficient.

1: not unhappy is weird phrasing. Substitute not sad or not angry or not hungry or whatever for your particular state of unhappiness.