They have and retain their Barbarian ethnicity.
Since you cannot negotiate with barbarian cheifdoms, you are always considered to be "at war" with them whenever they pop up, or even after you've dispersed an encampment.
Therefore that merged barbarian is perpetually and permanently "stop the aggression against our mother country!" unhappy.