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