It's quite simple really - you feel guilt over committing to something you hadn't quite thought through so to leave this people hanging as it were seems irresponsible. The fact of the matter is, you're not able to meet the requirements of the group and the sooner you get out the easier it will be to explain and there will be less disappointment all round. Lesson learnt