A few maybe-not-so-weak examples:
Noncomputable functions.
Exotic differential structures (brief explanation: consider 4-dimensional Euclidean space, R^4; you can think of its topological structure as being determined by the way you calculate distances between points; this actually gives you more than just topological structure because you can do things like differentiate functions on the space. Well, there are different distance functions that are equivalent topologically but not differentially. The same is true for lots of other spaces, in dimensions much higher than 4.)
Huge finite groups like the "Monster".
The Galois group of Qbar over Q. (Brief explanation: Q is the rational numbers. Qbar is the set of all "algebraic numbers", i.e. roots of polynomials with integer coefficients. The Galois group consists of all "field automorphisms of Qbar", which means all functions from Qbar to itself that don't mess with arithmetic: f(x+y)=f(x)+f(y), f(xy)=f(x)f(y), etc. It's an important object in number theory.)
The very infinite-dimensional Hilbert space in which the wavefunction of the universe lives.