Depends entirely upon the type of rifle!
In general, flat, flat, flat from the tang to the lock panels. With exceptions. The Bethlehem/Christian's Spring guns sometimes are a little concave here, as are some Berks county guns. Some others may even be a bit rounded, especially if there is a round barrel.
It simply is not going to line up with the oblique barrel flats (for the most part). It could if the barrel breech was tall enough, but it almost never is with modern barrels. Sometimes that little bit of endgrain is left as a square corner and showing, sometimes the corner is rounded off a little bit, sometimes beveled off, sometimes the flat surface is sort of rolled down to meet the barrel. Lehigh guns especially always look very "unfinished" here.
I drew these some time ago. I guess I need to do some showing beveled and rounded edges...
The first one shows how sometimes both sides are not the same. The sideplate panel is sometimes shorter than the lock panel. They are done that way so that they could get the flat that "shows" to be closer to the barrel flat. The second shows concave surfaces.
This last one is what I have seen so far on probably every single solitary Lehigh type gun.