I have a friend who find it nearly impossible to say no. So when she is unable to do something for what she perceives as 'legitimate' or pre-existing reasons (IE previous scheduling, sick family) she is relieved.
Being unable to do something also leaves a person without the moral dilemma they have when they are able to do something but choose not to.
Are you able to identify where your relief comes from?