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