Suicide on those meds is known to happen. They dull the extreme emotions so if you get the casual thought of "i should just kill myself" it dulls the emotional "but what about my wife, kids, fans, etc" arguments that non medicated people have.
The thought of suicide isn't always an extreme emotion. Who hasn't had the casual "i should just die" thought that they dismiss because the emotional reasons not to are. much stronger.