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