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