The Choice Simulator uses an algorithm to figure out which level is the least preferred on average, and uses that as the reference level.
You can specify a custom value by visiting the WTP settings window. On the scenario settings ribbon there is the Range Behavior setting (which should be 'Willingness to Pay'). Next to that is the settings button.