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