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