The processing of ML-KEM (formerly CRYSTALS-Kyber), a key encapsulation mechanism with post-quantum security, is performed by multiplication, addition, and subtraction of polynomials whose coefficients lie in the finite field . To reduce the number of such operations, it is common to use the Number Theoretic Transform (NTT). This paper focuses on arithmetic over and proposes the use of a logarithmic representation with respect to a primitive element of for implementing multiplication, addition, and subtraction over . In this representation, multiplication in can be reduced to addition in . Furthermore, addition and subtraction in can be computed in the logarithmic domain by using Zech's logarithm. However, special treatment is required when is involved in the operations. This paper proposes a new implementation method of the logarithmic representation for arithmetic over , including the handling of such exceptional cases.