Yes your ability to do so has probably atrophied. I've personally experience increased noise sensitivity after working remotely for years, but the good news is

Yes your ability to do so has probably atrophied. I've personally experience increased noise sensitivity after working remotely for years, but the good news is after an adjustment period of a few months working in an open office, the noise became tolerable again.