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