Yep. Every time I have to renew my Australian passport I have to buy a ream of A4 paper. Every time I forget where last time's ream was stored. I suspect someday I'll find thousands of sheets somewhere lost in my basement.
Deep within your subconscious memories is a series of you unloading A4 from your printer, thinking about where to best store it, finding 20 reams already there, stacking this one on top, and then promptly forgetting the location.
No, Adam Savage has said something to this effect every time he talks about how his shop is organized and why it shifts around over time. The gist of it is that while most of his tools and common materials are first order retrievable, but theres a whole world of stuff in the shop that can't, so he thinks about where it should be stored and puts it there or there are times when a particular tool or set of tools is always used with some other thing in the shop, so it lives next to that other thing rather than on some rack of the same tools. What is most likely happening is that its all been in videos of which no readily searchable transcript exists, and he is not always very concise about explaining his core practices, so finding the exact quote is non-trivial.
I recently watched the video where he said it, but I can't remember which one it was. It was one of the ones on the Tested channel, either an ask Adam or one of the questions from a live stream they made in to a video.
Periodically I buy things like Post-its because I can't find any--and then the next rare time when I really deep clean my office or attic, I find enough office supplies to open a stationary store.
The trick is, next time you need it, make note of where you first look for it, and when your acquire more, put the newly acquired paper on the first spot you looked for the old stuff.
Seems pretty heavy handed for something that happens at the cadence of Australian passport renewal (10 years in most cases). I believe I replace my printer at least that often.