You get the zombie sickness from others or, at the source, in booty bay (green crates)



When zombified you get more HP but I didn't check the armor and I don't think it persists - it's a bit annoying because ppl tend to kill you and the l75 guards are tough to kill (but once they become your pet, it's fun)