For a particle of charge $q$ in a homogeneous magnetic field along $z$-axis, $\vec{B}=B\hat{z}$, its classical Hamiltonian is given by $$H=\frac{(\vec{p}-q\vec{A})^2}{2m}.$$ In the gauge $\vec{A}=\frac{1}{2}(-yB,xB,0)$, the hamiltonian can be written as $$H=\frac{\vec{p}^2}{2m}-\frac{q}{2m}(-yp_x+xp_y)B+\frac{q^2B^2}{8m}(x^2+y^2)$$ or $$H=\frac{\vec{p}^2}{2m}-\frac{q}{2m}L_z B+\frac{q^2B^2(x^2+y^2)}{8m}$$ The second term can be interpreted as the usual energy of a dipole in a magnetic field, $-\vec{\mu}\cdot\vec{B}$, classically. The third term is bewildering since it is present even when the charge is at rest in the B field.
How does one interpret the third term at the classical level? It's a nonzero contribution to energy even when the charged particle is at rest. Usually, there should be no contribution to energy if a charged particle is at rest in a magnetic field.