Pepper spray (including the brand name Mace) causes extreme stinging and burning in the eyes and nose. If you’ve been pepper sprayed, you’ll need to flush the chemical out. Water works, but it’s not the only option.
Source: LifeHacker – What to Do If You’ve Been Pepper Sprayed