We model the emotions evoked by videos in a different manner: instead of modeling the aggregated value we jointly model the emotions experienced by each viewer and the aggregated value using a multi-task learning approach. Concretely, we proposed two deep learning architectures: Single-Task (ST) architecture and Multi-Task (MT) architecture.