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