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