One vertex per element, one color per generator, with an edge from x to x·s.
(7,11)(9,12)(13,14)(15,19)(16,20)(17,18)(21,23)(22,26)(24,25)(27,28)(29,30,34,35)(31,37,39,32)(33,41,42,36)(38,40,44,43)(2,4)(5,6,8,10)(7,9,11,12)(14,18)(16,24)(19,21)(22,28)(30,35)(32,37)(33,42)(38,44)(1,2)(3,4)(5,6)(7,9)(8,10)(11,12)(13,14)(15,21)(16,20)(17,18)(19,23)(22,27)(24,25)(26,28)(29,31,34,39)(30,32,35,37)(33,38,42,44)(36,40,41,43)(5,7)(6,9)(8,11)(10,12)(13,15)(14,19)(16,22)(17,23)(18,21)(20,26)(24,28)(25,27)(29,32)(30,31)(33,40)(34,37)(35,39)(36,38)(41,44)(42,43) involution — undirected(13,16,17,24)(14,20,18,25)(15,22,23,28)(19,26,21,27)(29,33,34,42)(30,36,35,41)(31,38,39,44)(32,40,37,43)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.