You should return only the money you have taken from your relatives and ask them to forgive you. For the profit you made, you can keep it, because in both cases whether you lost it or got profit, you have the obligation of returning back what you have illegally taken. You do not have to give the profit to the one you have stolen his money. You keep it for yourself.

 

Allah Almighty knows best.