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