A substance with a negative temperature is not colder than absolute zero, but rather it is hotter than infinite temperature.
The corresponding inverse temperature scale, for the quantity β = 1/kT (where k is Boltzmann's constant), runs continuously from low energy to high as +∞, .. , 0, .. , −∞.