on real world inputs. However, it is frequently ignored because modeling context by definition requires modeling features outside of the chosen domain. We model context by using peripheral perception, which basically means non-attentional features. This naturally and intuitively defines what it means to model context. We give the results of two experiments in the domain of wearable sensors (camera and microphone).