Emergency responders (ERs) work in dynamic, complex, and unpredictable environments. The integration of increasingly advanced sensor and artificial intelligence technology affects the work processes and decision-making of ERs and leads to new challenges regarding efficient and responsible human-AI cooperation. For responsible human-AI cooperation, AI systems should support relevant human values; however, it is not clear which values these are and how they can be supported. This paper outlines an investigation into developing a framework for ER-AI cooperation to advance the building of shared situation awareness and decision-making, while taking the underlying values into account, and presents first results of relevant values and design requirements.