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