Numbness and tingling in the arms and legs, which feel worse during exercise, might involve nerve compression, nerve injury or nerve degradation. While largely touted as beneficial to most chronic conditions, exercise often exacerbates certain neurological conditions such as stenosis, sciatica and herniated disks.