This paper proposes a novel approach to formulating Euler's number (e), a fundamental constant in calculus. The study introduces a new formula for e, which plays a crucial role in various scientific fields including mathematics, physics, biology, and finance. The formula demonstrates that e uniquely characterizes the structure of exponentiation. The proof is based on the behavior of a continuous map and the relationships derived through substitutions and limits.