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