put up the stone wall

I'd say it's more like not giving responsive answers or being evasive.

put up the stone wall
The usual phrase is "to stonewall".

Asking difficult questions could be quite intentional and appropriate in certain situations -- job applications, oral boards in graduate school, or press conferences, to name but a few.