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