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Isn't there no unit for vectors in mathematics? Then why is there a length dimension?
A vector is a quantity with both direction and length. Although a vector has no unit, its modulus has a unit because its modulus is the length of the vector.

Vector, originally applied to physics. Many physical quantities such as force, velocity, displacement, electric field intensity and magnetic induction intensity are vectors. Around 350 BC, Aristotle, a famous ancient Greek scholar, knew that force can be expressed as a vector, and the resultant force of two forces can be obtained through the famous parallelogram rule. The word "vector" comes from directed line segments in mechanics and analytic geometry. Newton, a great British scientist, was the first to use directed line segments to represent vectors.