My guess is that it's a combination of hormones dropping off. Like The Skeezyks said, getting your testosterone levels checked would be first.

Also, the reason sex alleviates your mood is probably tied to adrenaline, dopamine and oxytocin releases during/after sex. Those are all mood boosters.

So my guess isn't that you need sex, but more likely need to look at hormone problems.