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