Shetland ponies!
Take the bus tour unless you want to hike all night; the interesting rock formations are at the “top” of the island, whereas the major settlement/hostel is at the other end, just past the bridge to mainland.

Walking on the main road does give you more opportunities to explore ruined cottages and farms that line the way, many just by the shore.