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