The realist painters didnt accept Romanticism, which had come to dominate French literature, with roots in the late century. The characters were portrayed in their own setting which shaped their actions and their choices .
Usually, these extra meanings are called, "connotations" since they are not explicitly stated, but the reader can take away a wide variety of meaning from them.