The text box has no border or fill color by default. To give the text box a border, click the “Border Color” option, which is the pen icon, and then select a color from the drop-down menu.

Did you know you can add a text box filled with color or a unique shape to your Google Doc? Here's where you'll find that feature in Google Drive.