As I alluded to in the comments, vector bundles of positive rank are necessarily non-compact. Therefore, no compact manifold can be the total space of a vector bundle of positive rank over any topological space. In particular, neither $S^2$ nor $S^4$ can be a cotangent bundle.
On the other hand, any space can be viewed as a rank zero vector bundle over itself.