If you upgraded only recently, I would recommend holding off on ridding yourself of the 2.6.22 kernel. The new kernel is still undergoing some bug-fixes in Ubuntu.
That said, the package is called linux-image-2.6.22-14-generic. The last word will be different if you installed Ubuntu with an architecture other than i386. The
command mentioned earlier will tell you if this is the case.