How does it feel to be lucid in a dream?

Because I've said "I'm dreaming" in many dreams I remember these dreams clearly and in none of them was I lucid. Or at least, it didn't feel that way. I am very confused, I mean...I realize I'm dreaming but I don't become lucid. What's up with that?