If your debugger is built with the compromised toolchain, it can theoretically lie about anything, including that.
Though yes, to accomplish this the original infection would have to basically #include a godlike AI that would be able to intelligently infect all future debugging tools.
Not sure if that's a case for or against tinfoil hats.