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