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