Form vs. sound in composition Thought Experiments

The Silent Symphony - A famous composer writes an entire symphony — meticulously orchestrated — but instructs that it never be performed, only read silently as a score.

Question: Can music exist as a purely mental or visual construct? Is it still music if never heard?