The Affectively Framework is a suite of Open-AI Gym environments with three different games: a racing game, a platformer, and a first-person shooter. While Affectively follows the Reinforcement Learning feedback loop of Open-AI Gym, it incorporates a human-sourced model of arousal into its observation space. This means that the Affectively Framework can be used to train AI agents that include emotions in their decision-making processes.