A complete obsession or absorption in a subject or hobby to a point where a person appears to completely tune out their surroundings and where the person repeatedly returns to said subject or material.
intrusive thought
noun
an unwelcome involuntary thought, image or idea
How often have the words hyperfixation and intrusive thought occurred in a corpus of books? (source: Google Ngram Viewer )