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