Systems and methods for predicting emotional state, behavioral state, or mood of a subject including a non-contacting physiologic sensing apparatus, as well as, possibly, an image capture sensor or a microphone, which may be incorporated into an article of furniture, for detecting parameters indicative of emotional state of a non-recumbent subject.