It sounds like they both won and lost the same match. I think it needs something to make it general: "The players are always more ****** about losing than they are happy about winning."
You need "always" as enoon pointed out, or "generally" or "typically" something that indicates you are making a generalized statement, rather than speaking of a specific match which they cannot win and lose at the same time.
The players are... generally/typically/always/often <<pick one that fits your desired meaning
This may not be relevant to you, but in BrE "******" means "drunk", while your meaning of "annoyed" or "irritated" would be "****** off". Both are vulgar and should not be used in polite company.