How to return only value of a field in mongodb

At first db.users.find(...).map() didn't work because db.users.find(...) doesn't return you a real array.

So you need to convert to array at first.

db.users.find(...).toArray()

Then if you apply map() function will work

  db.users.find(...).toArray().map( function(u) { return u.text ; } )

Another simple trick is using .forEach()

This will do the trick

var cursor = db.users.find(...); // returns cursor object which is a pointer to result set

var results = [];
cursor.forEach(
  function(row) {
     results.push(row.text);
  });

results //results will contain the values

Not sure what you language implementation is but the basic concept is:

var result = []
db.users.find().forEach(function(u) { result.push(u.text) })

And the returned value to result is:

["Hey","Hi","Hello","yes"]