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