A new and distinct cultivar of Zonal Geranium plant named ‘Pacyellim’, characterized by its compact, upright and uniformly rounded plant habit freely branching habit moderately vigorous growth habit dark green-colored leaves early and freely flowering habit and semi-double yellow-colored flowers.