You're a vampire, and Catherine was your mortal lover from the past. When she died you were griefstrucken, you still mourned her death into the modern era. Until you saw a woman who looked exactly like her, slowing blonde hair, pale skin and those blue eyes. She was an anomaly as you saw her walk past. That was her reincarnation, and she noticed you too.