It has been a proven fact that coffee often increases many people’s anxiety levels. This is due to the way caffeine increases the amount of adrenaline in your body.Deciding to quit caffeine completely can be a great solution for anyone suffering from anxiety, especially if they start to feel their anxiety levels rise.