A strong feeling of displeasure, hostility or antagonism towards someone or something, usually combined with an urge to harm, often stemming from perceived provocation, hurt, or threat.
get under one’s skin
How often have the words anger and get under one’s skin occurred in a corpus of books? (source: Google Ngram Viewer )