In this paper, the eccentricity energy, which is calculated from the eccentricity-matrix of the graph is defined. Eccentricity-matrix is constructed by retaining from the distance matrix, only the largest distances both row-wise and column-wise. Complete Graphs, Cocktail-Party Graphs, and Crown graphs were considered while finding the eccentricity energy.