All of the suggestions here for conducting certain "physical" or mental tests to know if you're dreaming or not presuppose that you're capable of enough self awareness to realize you might be dreaming, and act on your suspicions. For most of us, being inside a dream, no matter how surreal, feels like being in another concrete reality in which it doesn't even occur to you to test its falsehood, because you take its realness as a given.