One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(13,14,17,22,18,21,30,35)(15,19,25,33,24,32,40,43)(16,26,27,34,28,36,29,20)(23,37,39,42,38,44,41,31)(1,2,3,4)(5,6)(7,10)(8,9)(11,12)(13,15)(14,19)(16,23)(17,25)(18,24)(20,31)(21,32)(22,33)(26,37)(27,39)(28,38)(29,41)(30,40)(34,42)(35,43)(36,44)(6,9)(10,12)(13,16,18,28)(14,20,21,34)(15,23,24,38)(17,29,30,27)(19,31,32,42)(22,36,35,26)(25,41,40,39)(33,44,43,37)(5,7)(6,10)(8,11)(9,12)(15,24)(19,32)(23,38)(25,40)(31,42)(33,43)(37,44)(39,41) involution — undirected(7,11)(10,12)(14,21)(19,32)(20,34)(22,35)(26,36)(31,42)(33,43)(37,44) involution — undirectedA 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.