Unlike people, dogs don't sweat out excess body heat.
heat exhaustion in dogs can occur when the body temperature becomes elevated above the normal temperature.
This varies slightly, according to PetMD.com, but it's generally agreed that temperatures of 103 degrees Fahrenheit and higher are above normal.