
Aint no way his father is abusive. Something happened to his son and he's genuinely concerned. His heartfelt reaction to Teach's gestures of kindness and compassion kinda hint to this. He feels so touched by what teach has done.
He's even more worried that townspeople will find out and report it to Guwon. It could be because of a severe sickness that isnt curable or a health disorder Woojun was born with, but wasnt disclosed with the others. One reason to hide this would be because townspeople need to contribute to the town in order to reside there, as the doctor has said. There is no use raising a child that's below optimal health, since he would bring everyone down. I also dont think the kid became a zombie, because in order to become a zombie, you need to die first. If Woojun's dad really did love his son like he appears to, then I think be in a state of distress or something. Either that, or he's found solace in seeing his son's corpse reanimated again and is experiencing psychosis inducing grief.