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In this paper, we describe the entire structure of the vector space of all symmetric matrices of size having trace zero. This is motivated by the geometrical interpretation of any arbitrary element of . We further study the orbits and stable sets of these elements. As an application of the obtained structure of , we obtain the symmetric matrices of size , trace of whose product with any trace zero symmetric matrix is zero. Finally some well known trigonometric formulas are interpreted geometrically incorporating the anatomy of .

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