InterruptedException are rare (very) and used mostly to signal termination attempt. LockSupport.parkNanos doesn't throw the exception (unlike sleep, and sleep should never be used in code) but the interruption signal/flag has to be respected somehow. Most of the time is rethrow in library code or bailing out with IllegalStateException in 'userspace'
But it's reasonably easy to imagine ways to produce an API that only uses tokens like that instead of using exceptions to signal cancellation/termination requests. And I suspect, given how many bits have been spilled trying to explain to people just how they're supposed to deal with InterruptedExceptions, that the resulting system would have better ergonomics.
Long story short, I don't know that it's that InterruptedException was a necessary evil so much as that people were still fairly new to this whole exceptions thing when Java came out, and it's really hard to get subtle things like this right on the first try.