In this article, we visualize a framework of the intersectionality of literacy, spatial justice, and multimodality in teaching literacy to Filipino Deaf students. We propose a metaphor-based framework and discuss how it can be used in teaching literacy to Filipino Deaf students through classroom examples as well as suggestions and recommendations for teachers. We do this mainly through redefining the term "literacy," allowing students access to different modalities, and restructuring learning spaces. We also explore the relationship between spatial justice and the concept of Deaf Space and how this applies in the "new normal" of online learning due to the pandemic. We also address the issue of how classroom and education structure may inadvertently produce spatial injustice, especially for Deaf students. Implications and additional questions in teaching Filipino Deaf students are also discussed.