All cherry shrimp are selectively (in)bred. Wild cherries are a drab, pale browny colour.
I've seen the deep red shrimp before - Fire Red Shrimp they were called. Not sure whether they're the same species as the normal cherry shrimp though - a much deeper and more solid colour and IMO a lot more...