OP could be referring to Raynaud syndrome (https://en.wikipedia.org/wiki/Raynaud_syndrome). It's not sure tea helps in such cases.
I've also been sitting quietly at home and suddenly half my thumb goes purple and the other half is fine.
You know it's Raynaud's syndrome because it feels like someone hit your hand with a hammer. It's not just cold hands it's the pain too.