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