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