trans·gen·der
transˈjendər,tranzˈjendər/
adjective
-
denoting or relating to a person whose sense of personal identity and gender does not correspond with their birth sex.
From Wikipedia:
Transgender people are those who have a gender identity or gender expression that differs from their assigned sex.
In no way does it say that you have to experience dysphoria in order to be trans. Sorry. Die mad about it.