In order to derive the conservation of four-momentum of a field, $P^\mu$, it is assumed that the total change in the field, defined as $$\delta\phi_a(x)\equiv {\phi^{\prime}}_a(x^{\prime})-\phi_a(x)$$ is zero for any field, under a spacetime translation $x^\mu\to x^{\prime\mu}=x^\mu+\varepsilon^\mu.$ Here, $\varepsilon^\mu$ is an arbitrary constant 4-vector.
Why should the fields not change under translation (but may change under Lorentz transformations)?