Cancer like to stay in their shell rather than open up and talk with everyone. Also, they are ruled by the moon which governs our private life and emotions, so it is evident.
Cancers are the one who loves helping and nurturing others, this gives them relief and happiness, rather than being the center of attention.
Virgos are overthinkers and they don't like being the center of attention. There is a lot that goes through their mind, which makes them away from the center of attention.
Virgo's 12th house if ruled by the sun and it can indicate a need for privacy, which results in Virgo keeping away from being the center of attention.
Scorpios are the mysterious type of person who hates being the center of attention and rather play mysteriously & secretly.
Surely, they become good leaders in the workspace but when it comes to normal living they try to stay away from the spotlight.
Surely, they like to lead changes and evolution, but they do this by being behind the curtains. They don't like the spotlight on them.
As they are odd among zodiac signs, they like to be lone wolves. But when it comes to humanitarian things, they keep the spotlight as a collective.