This work proposes a Convolution Neural Network with attention mechanism (ACNN), resembling that human understanding the emotion. Naturally, human perceives the facial emotions depending on particular parts of the face. Several clues are gathered from different parts of face like mouth, lips, cheeks etc, and these are in turn analyzed by the learning model to decide on the facial expression. This work uses ACNN to handle the scenario of occlusion as well.