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