Wait when did Felix find out about his dad???

Early on. Oliver told him his real background and Felix said he wants nothing to do with it.

long agooo, it was after oliver knew that felix is the son of the chairman. oliver told felix inside the car and told him not to go near the chairman and that started the blackmailing thing.