The past tense of take a stealthy look is took a stealthy look.
The third-person singular simple present indicative form of take a stealthy look is takes a stealthy look.
The present participle of take a stealthy look is taking a stealthy look.
The past participle of take a stealthy look is taken a stealthy look.