Perhaps you can set the seed to a fixed value on page loads? I kind of like the idea of the same "random" star field even if the user refreshes the page. Or rather, it would somewhat bother me if it changed for a refresh since a refresh is supposed to simply re-present the same web page.

Says who? Why would I refresh to see the same page? Usually I refresh because I want to see some different content.