Emitting without absorbing, or vice versa, is forbidden by the Second Law of Thermodynamics.
Suppose we have two objects facing each other, both at temperature $T$. Let their emissivities be $\alpha_1$ and $\alpha_2$, and let their absorbances be $\beta_1$ and $\beta_2$. Then the rate at which object 1 gains energy from object 2 is proportional to $\beta_1 \alpha_2$, and the rate at which object 2 gains energy from object 1 is proportional to $\beta_2 \alpha_1$.
These two rates must be equal, or else you could use one to spontaneously heat the other, and run a perpetual motion machine off the result. Therefore $\beta_1 \alpha_2 = \beta_2 \alpha_1$, i.e. $\beta_1/\beta_2 = \alpha_1/\alpha_2$. An object that emits a lot of radiation must also absorb a lot.
In general, absorbance/emissivity depend on frequency. This same argument can be used to show $\alpha(\omega)$ must be proportional to $\beta(\omega)$.
The general thermodynamic principle is detailed balance, i.e. a forward process must be balanced by its reverse process. On a deeper level, this comes from time reversal symmetry (i.e. if you take a semiclassical model of the radiation, it follows because the coefficients of the raising and lower operators must be equal, which follows because the Hamiltonian is Hermitian, which is a manifestation of T symmetry).
If you want to try it out, you can also use this exact same reasoning to show that (1) one-way mirrors don't exist, and (2) you can't use lenses to focus the Sun's light to make something hotter than the Sun.