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