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