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