In 2009, Linda was seen with Clementine Ford having romantic love affairs with her. They dated each other for about a year and they broke up in 2010.
From 2011, Linda began dating Sara Gilbert. Sara is also an actress. They dated each other for about two years and they got engaged in April 2013. They finally got married on 30th of March 2014.
As Linda's parents are also a music artist, she got inspired from them to pursue her career in music. In 1986, she began playing guitar and she also began auditioning for several bands. She then began her solo career and began singing in several clubs and coffee shops. She finally joined 4 Non Blondes in 1989. They released their debut album, Bigger, Better, Faster, More! on 13th of October 1992. In 2000, she joined with American singer, Pink and she began serving her as her producer and songwriting assistant. Her net worth is said to be around $18 million dollars.