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