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