Stockholm syndrome (the water runs deep)

Stockholm syndrome
–noun Psychiatry.
an emotional attachment to a captor formed by a hostage as a result of continuous stress, dependence, and a need to cooperate for survival.

http://dictionary.reference.com/browse/stockholm%20syndrome

[Origin: after an incident in Stockholm in 1973, during which a bank employee became romantically attached to a robber who held her hostage]