If this is your only site and you have invested a lot into it like you say, then going blackhat will put you at risk of the much dreaded google slap. Most blackhatters diversify so if one income source gets knocked out, it's quick and painless to move on.
My advice - get more sites in less competitive niches, then go full-on blackhat. Whitehat is extremely boring