The other thing that is often overlooked is that although the number of passengers might be low, the belly might be full of cargo: and if the passenger count is low the weight/density of the cargo can increase beyond normal loading. It's difficult to tell unless your takeoff taxi is particularly short and then steep in which case you can assume that there is little cargo.