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