You mean they extracted your primary full access token, not the generated restricted oauth token?
Some Google auth cookies can only be used on the same tls session that created them[1]. That means the TLS session resumption information (which can be tied to hardware platform features like the TPM) is required to make use of a stolen auth cookie. Unfortunately while that approach has big security benefits, it's pretty anti-user-privacy.
[1]: https://nakedsecurity.sophos.com/2018/10/25/could-tls-sessio...