In The Butterfly Effect , Evan 's mother had less than 3 still-born children before his birth .
Therefore , he was never there to change the timeline in the first place and this explains why Evan 's mother had three still-born children before him : since their father had the same gift which led him to be convicted as mentally unstable , the four killed themselves in the same way to avoid harming those around them.
The Butterfly Effect