Measuring the experiences in virtual reality is an important aspect of characterizing virtual reality experiences. While many current approaches use questionnaires to measure these aspects, they are typically found to be subjective and their reliability is limited as the questionnaires are not answered during the experience. Hence, in this work, we explore ways in which virtual reality experiences such as a presence can be measure objectively using physiological measurement methods.