Yes, the events might still be there but the querying mechanism doesn’t allow you to query for older versions, it would break the functioning otherwise, there’s a nip that needs to be drafted that lets you do that. Or the relay needs to provide “out of band” ways to let you access the older events.
Discussion
Don't need a NIP to do something. We can just do it.