If there were more to the universe than length, width, and height, surely someone would’ve noticed. Well, not necessarily.
Didn't they? Haven't the theologians of various religions been talking about other worlds and dimensions for millennia? It's seems, though, that these worlds are declared unfit for consideration from the out set because they weren't postulated by "science."