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