I think I know what you mean. It's the same as having a dream that you're writing something in your dream journal, only to wake up and find that the page is blank.

And yes, you can have lucids and forget about them. I remember one night I was convinced that I'd had a lucid, but I couldn't remember what it was. Later that day something happened that reminded me of it, and it all came back.