One of the (many) definitions of "spirit" is "The part of a human associated with the mind, will, and feelings." For me, spirituality has to do with focusing on these things, particularly in a healing manner. Things like meditation, appreciating the wonder of nature, feeling a connection with other human beings....
OK, yeah, my own sloppy New Age definition that means whatever I want it to mean.