The term "being the scene" refers to one's involvement or presence in a particular situation or event. The antonym for this term can be "absent" which means not being present or available. Another antonym for "being the scene" can be "disengaged" which refers to being detached or not involved in the situation. "Uninvolved" can also be used as an antonym, indicating lack of participation or connection. Additionally, "distant" can be used to signify a lack of proximity to the event or situation. So, depending on the context and usage, several antonyms can be used to describe the opposite of "being the scene".