Vectors allow: distance calculation, similarity measurement, concept arithmetic.
Classic: king - man + woman ≈ queen
king−man+woman≈queen
Vectors capture meaning; adding and subtracting directions gives semantic analogies.
Classic example
king - man + woman ≈ queen
Geometry = semantics.