Correct Sentence:
I was watching television when the power went out.
Explanation:
The word 'was' is missing to make the past continuous form of 'watch'. This is necessary because we have two activities in the past, a long activity (past continuous) that is interrupted by a short activity (past simple). The past continuous form requires the verb 'to be' in the past (was or were) in combination with the present participle (here: 'watching').
George L.
Thank you03/05/20