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