Internarrative creates an opportunity for an audience to influence a films narrative progression in partnership with Machine Learning. Internarrative is an installation that seeks to engage the viewer with the exciting potential of a collaboration between audience, machine (Recurrent Neural Network) and a database of simple animated story lines. Our own ability to find connections and patterns within the fragmented information that exists in digital formats is reflected through the Recurrent Neural Network systems that drives Machine Learning. The more a machine is able to demonstrate its ability to understand narrative constructs, the more we perceive it as intelligent. A concept that gives machines much more agency in the creative process.