Do all people with synesthia see in a different way?

Not necessarily. Synesthesia is a condition where one sense is perceived as if by one or more additional senses, but this extra perception doesn't necessarily change the way someone sees visually. It can manifest in various ways, such as associating colors with numbers or experiencing tastes when hearing music.