This working paper analyses digitized historical parliamentary debates on post-war welfare legislation for victims of the German occupation of the Netherlands. We confront a well-researched historical case with an additional, computational approach. This case also allows us to explore and evaluate the use of generic emotion lexicons in an innovative approach to historical research.