When you stop at a gas station and start pumping, you might notice a nasty smell. Yes, benzene is often found in gasoline fumes and breathing it in could be more dangerous than many of us realize. The National Institute of Cancer warns that exposure to this particular chemical could increase your risk of leukemia as well as other blood-related health conditions.