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)(16,24,36,43)(17,37,34,23)(18,39,31,26)(19,40,30,25)(21,41,35,28)(22,38,42,32)(1,2)(3,4)(5,7,9,8)(6,10,11,12)(13,15,30,36,21,34,31,38,20,33,19,16,35,17,18,32)(14,22,39,37,28,24,40,44,27,42,26,23,41,43,25,29)(2,4)(5,8,9,7)(6,10,11,12)(13,16,18,33,35,38,19,34,20,36,31,15,21,32,30,17)(14,23,25,42,41,44,26,24,27,37,40,22,28,29,39,43)(6,11)(10,12)(13,17,30,32,21,15,31,36,20,34,19,38,35,33,18,16)(14,24,39,44,28,42,40,23,27,43,26,29,41,22,25,37)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.