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