The increase in blood pressure due to stress makes the blood vessels in the nose very susceptible to rupture which results in bleeding. Any normal activity such as blowing your nose or sneezing can cause bleeding through the walls of blood vessels that have been weakened and under increased pressure. Since many nosebleeds are spontaneous and have no apparent symptoms, a nosebleed from stress can make for a difficult diagnosis.