Eigen stands for the German word meaning own, and it translates relatively well to the actual English meaning of an eigenvector. The eigenvector of a Matrix, sometimes also called the characteristic Vector of a matrix is a vector that is unchanged in direction by a specific linear transformation (which is represented by aforementioned matrix).
This results in the following equation:
Where x is the eigenvector, and lambda is a certain scalar called the eigenvalue.