A pebble is a weapon, an improvised weapon, but a weapon, and improvised weapons have range. You should be able to use it with a sneak attack. The problem with unarmed strike is the ruling that it is a melee weapon attack but not an attack with a weapon. We should call unarmed strikes mundane...