I connotative interpretation is when the viewer judges a painting not for the content of the image but what emotions the painting evokes and what deeper meanings the painting has. E.g. Picasso's masterpiece, Guernica, is a painting that heavily relies on connotative interpretation due to its roots in political activism and a rejection of the violence and horrific events of The Spanish Civil War.
