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)(13,14,19,24)(15,20,28,37)(16,21,31,40)(17,22,18,23)(25,34,29,38)(26,35,43,44)(27,36,33,42)(30,39,32,41)(1,2)(3,4)(6,10)(11,12)(13,15,19,28)(14,20,24,37)(16,29,31,25)(17,27,18,33)(21,38,40,34)(22,36,23,42)(26,32,43,30)(35,41,44,39)(2,4)(13,16)(14,21)(15,25)(17,32)(18,30)(19,31)(20,34)(22,41)(23,39)(24,40)(26,27)(28,29)(33,43)(35,36)(37,38)(42,44) involution — undirected(2,4)(5,7,9,8)(6,11,10,12)(13,16)(14,21)(15,26)(17,30)(18,32)(19,31)(20,35)(22,39)(23,41)(24,40)(25,27)(28,43)(29,33)(34,36)(37,44)(38,42)(5,8,9,7)(6,11,10,12)(13,17,19,18)(14,22,24,23)(15,27,28,33)(16,30,31,32)(20,36,37,42)(21,39,40,41)(25,43,29,26)(34,44,38,35)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.