The past tense of break out in a sweat is broke out in a sweat.
The third-person singular simple present indicative form of break out in a sweat is breaks out in a sweat.
The present participle of break out in a sweat is breaking out in a sweat.
The past participle of break out in a sweat is broken out in a sweat.