It's the fact that a popular app, downloaded millions of times, existing for years, can suddenly be yanked by Apple, without any kind of reasonable "due process", or even reasonable warning. At a whim.
It's the arbitrariness of it, and the fact that it could happen to any developer, that's scary. Talking about whether or not AppGratis is a good/bad company is a complete distraction from the part that actually matters.