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We investigate the mathematical and physical content of the giant graviton expansion of three-dimensional superconformal field theories in a simplifying limit. We uncover an interesting relation between the coefficients in this expansion, the Hilbert series of certain quiver varieties and the representation theory of vertex algebras. In particular, for the worldvolume theory of M2-branes at the tip of a toric hyper-Kähler four-fold cone: , we derive an explicit expression for the coefficients in terms of affine fermionic forms and show that they coincide with characters of a direct sum of parafermionic W-algebras.

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