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