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