Storing HDDs And Laying Them Flat On Its Side. Good Idea?

Hi. I own 4 WD Elements HDDs I’m looking to store them away after use, and knowing how hard drives work, I’m wondering if its a good idea to lay them flat on its face? If they were packed safely away in a case for example, and moved around from one location to another.