Synonyms for Fascination (same or very similar meaning)
WordNet sense 1 (the state of being intensely interested (as by awe or terror)):
captivation
WordNet sense 2 (a feeling of great liking for something wonderful and unusual):
enchantment, enthrallment
From the ODE community, based on WordNet
add/edit