A simple, exactly solvable problem that exhibits negative temperatures is the following:
Suppose we have a lattice of N magnetic dipoles each of which can either point up or down. We impose a magnetic field, and the resulting energy of the system is given by:
E = E_0 + K j
where E_0 is the minimum energy, when all the dipoles point down, and j is the number of dipoles that point up, and K is some constant.
Let's shift the energy so that E_0 = \frac{K N}{2}. So the energy is zero when half the dipoles are pointing up, and half are pointing down. Then the energy just counts the "excess" of spin-up dipoles: E = (j - \frac{N}{2}) K. The number of possible states with energy E is combinatorially given by
W(E) = \dfrac{N!}{(\frac{N}{2} + \frac{E}{K})! (\frac{N}{2} - \frac{E}{K})!}
The entropy S(E) is just given by:
S(E) = k\ log(W)
where k is Boltzmann's constant.
We can use Stirling's approximation to compute the logarithms:
log(n!) \approx n log(n)
Using this, we compute:
S(E) = -k\ [(\frac{N}{2} + \frac{E}{K})log(\frac{1}{2} + \frac{E}{NK}) + (\frac{N}{2} - \frac{E}{K})log(\frac{1}{2} - \frac{E}{NK})]
Now, we compute \dfrac{1}{T} = \dfrac{\partial S}{\partial E}
\dfrac{\partial S}{\partial E} = \dfrac{1}{K} \dfrac{\partial S}{\partial j}
= \dfrac{k}{K}\ log(\dfrac{\frac{N}{2} - \frac{E}{K}}{\frac{N}{2} + \frac{E}{K}})
In terms of temperature, we can see:
- When E \rightarrow -\frac{NK}{2}, \dfrac{\partial S}{\partial E} \rightarrow +\infty, so T \rightarrow 0+.
- When E \rightarrow 0, \dfrac{\partial S}{\partial E} \rightarrow 0, so T \rightarrow \infty.
- When E \rightarrow +\frac{NK}{2}, \dfrac{\partial S}{\partial E} \rightarrow -\infty, so T \rightarrow 0-.
So things look kindof normal for small values of E. When E is a minimum, T \rightarrow
absolute zero. As the energy rises, so does T until the point E = \frac{NK}{2}. At this point, the system is
infinitely hot. For E > \frac{NK}{2}, the temperature is
negative, meaning in a sense that it is
hotter than infinitely hot.
The behavior of T is actually more sensible if you look at the factor e^{-\frac{1}{kT}}. This quantity rises from 0 at E = -\frac{NK}{2} to 1 at E = 0 to +\infty at E = +\frac{NK}{2}. This factor in statistical mechanics tells the extent to which higher energy levels are occupied, and the larger it is, the "hotter".