Complex numbers (2-dimensional): No more ordering
Quaternions (4-dimensional): No more commutative multiplication
Octonions (8-dimensional): No more associative multiplication
Sedenions (16-dimensional): We lose the alternative property, i.e., with octonions its still true that x(xy) = (xx)y but with sedenions it is not.
We can continue this process indefinitely, although I know nothing of the characteristics of trigintaduonions or what comes later. I suspect that it might be the loss of the flexible identity next, a(ba) = (ab)a but I don't know for sure.