Write . In the local-type primordial non-Gaussianity expansion, the term linear in the short field is . The long-field square contributes to the long background, the mean subtraction is spatially homogeneous, and the short-field square is excluded at the order requested. Hence
This is the long-short coupling measured by a squeezed bispectrum configuration.
Because the long potential is constant over the short-scale region, multiplication by commutes with the linear cosmological Poisson equation and any fixed linear smoothing filter. Thus the short density contrast satisfies . Taking the conditional expected value over the short Gaussian random field gives
The short-scale variance modulation by local non-Gaussianity is conditional on the long mode; averaging over that mode as well would erase the term linear in its zero mean.

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