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Preoccupy
Mental Occupancy
Imagine 'preoccupy' as if your mind is a room filled with thoughts of one concern. 
Intensity Variation
'Preoccupy' can range from a mild distraction to an intense focus on a subject. 
Time Span
'Preoccupy' often implies a prolonged period. It's not just a fleeting thought. 