Hmm.. Sorry to hear this.

Just because he's conservative doesn't mean he may not be understanding. If you wanna tell him its your call. Do you trust him enough? Also, if you're willing to tell him, just make sure you're keeping in mind he may not let you work there.

If you're gonna quit anyway, I would take the chance to see what he says. "/