Your sample isn't valid JSON so PHP won't decode it, but essentially you do json_decode() and pass in the value like you posted there, and I recommend you pass "TRUE" as the second parameter so that you get an array.

Call print_r() on the array to see what's in it, then you can do something like $array['results']['time_of_day']['lunch'] - depending on the structure of your (valid) JSON.