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