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