Invariant notions of a class of Segre varieties of PG(2^m - 1, 2) that are direct products of copies of PG(1, 2), being any positive integer, are established and studied. We first demonstrate that there exists a hyperbolic quadric that contains and is invariant under its projective stabiliser group . By embedding PG(2^m - 1, 2) into \PG(2^m - 1, 4), a basis of the latter space is constructed that is invariant under as well. Such a basis can be split into two subsets whose spans are either real or complex-conjugate subspaces according as is even or odd. In the latter case, these spans can, in addition, be viewed as indicator sets of a -invariant geometric spread of lines of PG(2^m

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