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