Well, here's something you need to understand.
What happens at the subatomic level is completely different rules than what you know. Our metaphors fall short. We paint electrons as a black ball around protons and neutrons stuck together like soap bubbles to keep from scaring the kids.
For one, note an electron has no color since for items shorter than a visible wavelength, color does not exist.
Another commonly accepted principle maintains an electron does not have a location, simply a region of probability. The ramifications of this are deep.
Conventional wisdom suggests an object such as an electron could be slowed down and thus assume a closer orbit, or gradually sped up into a higher orbit. All we really know is it can't. "Why" is a matter of speculation. Even the best physicists can't really say why, they can just say what it does. They'll write out a big formula showing why, but the formula is merely based on the observations that this is what they do, making this logic rather redundant.
Actually while "perpetual motion" literally means motion that is never dampened, its normal use is motion that you can take free energy off of without it slowing it down. The waterwheel running a lifting pump to bring the water back up, as well as a generator to light a light bulb. Well, an electron can't do that for sure.
As far as the literal form of "perpetual motion", it is and it isn't. It won't ever "slow down", but the electron's orbit is not motion in any literal sense to begin with. The "motion" description is a metaphor to try to picture a property that is otherwise incomprehensible because there's nothing like it in the observable world.