semi lucid dream

I had one of those weird semi lucid dreams the other night; knew that something strange and familiar was going on and that it wasn't ordinary reality, but wasn't quite getting that it was a dream. Meanwhile moving through all kinds of strange rooms and landscapes and clumsily practicing various superpowers. I'd like to do that without the weird sense of menace from all the dream people who are irritated with me for not knowing the rules.