in the capital; in Tokyo
Refers to being within the Tokyo metropolitan area, often used in contrast to other regions. More formal than 東京.
I attend a school in Tokyo.
Western Tokyo; areas of Tokyo outside the 23 wards
Specifically denotes the Tama area and other parts of Tokyo outside the special wards. Often used in administrative or geographical contexts.
In the Tama area of Western Tokyo, much nature remains.