This dataset is the additional data for reproduction of results and figures in the paper 'Safety Decision-Making for Autonomous Vehicles Integrating Passenger Physiological States by fNIRS'. The dataset contains fNIRS data for classifier training of 10 participants under 3 different scenarios.