Write it down, I keep a small Field Notes ($1 knockoff

) for that reason.
If you want to do it electronically, I think keeping them away from the actual book would be best. Use something like JotterPad X: Writer (or similar) and copy & paste, noting the page number.
Obviously EbookNovice isn't asking about making general notes, but those few sentences in books that really stand out at you.