For an eigenvalue $\lambda$, the eigenspace is $E_\lambda(T)=\ker(T-\lambda I)$. It consists of zero and all eigenvectors for that eigenvalue. It is a nonzero subspace. Its dimension is the geometric multiplicity.
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