I've always through the opposite, what if they know about us, they have us monitored, but they are simply avoiding all contact because they think we are "not ready".

Imagine if there's a super advanced civilization, or a group of civilizations that have entire databases on "developing worlds" and we are just one entry in them.

But sadly the world is rarely as interesting as we imagine.