How i x j = k (vector) , also in josiah willard Gibbs book who first given the idea of cross product did not explain the mathematical way of cross product. Also from quaternions i found no real conclusion why cross product is vector.
Also i x j = (i)(j)(sin90) (n) why normal vector (n) comes in this equation is there any mathematical explanation to write normal vector here.
For vectors $A$, $B$, the cross product is defined as $$A\times B=||A||\cdot||B||\cdot\sin{(\theta)}\cdot n$$ where $n$ is the vector perpendicular to beth $A$ and $B$. This is why the cross product always results in a vector result.