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