Question: Why did Julia Drusilla's mother die?
Answer: starvation

Her family's rivalry with Sejanus would culminate with her and Nero's exile in AD 29. Nero was exiled to Pontia and she was exiled to the island of Pandateria, where she would remain until her death by starvation in AD 33.