I guess it would be embarrassing if a socialist converted to Christianity too?
If it's a prominent atheist who has been in the past a prominent advocate of evolution who then rejects it, there will be all manner of wailing and gnashing of teeth. We've seen several examples of this, and yes they do expel such people from their "party."