I think you are correct Tony.
The conditions you have suggested you are working at wouldn't seem to promote deep carbon migration.

Why don't you case a piece of 1020 an inch thick or so, and then cut it in half with a grinder? Bandsaw would toast the blade.
Then you could see with a loop how far in the carbon specks have migrated. Just for fun.

Out there doing it best I can.