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