Ambient Intelligence is a new paradigm in information technology that creates environments able to detect and respond to users' needs, actions, behaviors and feelings. User trust plays an important role in accepting Ambient Intelligence environments. In this paper we describe the design and implementation of a virtual reality based test-bed for studying trust in Ambient Intelligence Environments.