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