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