Amazon Instant Video – How to Force High Quality Streaming

To answer my own question: No, it will not interrupt you. Even if you go over the time limit, you can watch the entire movie as long as you start before the 24 hour mark.

Apparently this is no longer true, and the movie will stop playing as soon as it expires.

For search results, there's a "Prime Eligible" checkbox at the side bar.