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Broadly speaking I'd say your interpretation is basically right.
Consider a system of spinless, non-interacting fermions in a box with volume $V$. The vacuum state $|0\rangle$ is annihilated by all of the annihilation operators $a_{\mathbf k}$. In order to construct a Hilbert space for our theory...