On the tool bar at the top, just under the menu, you will note the 5 options on the left. Currently you have the “hand” selected, select the option on the other end, the square with the dot in the middle.
The dot you refer to is the pivot point.
You don’t necessarily need to move this though to actually move the text box. If that is all you want to do, try the transform option (second button from the left).
Just to check, what is it you are actually trying to do, more the whole text box etc?
Updated Sun Jan 22 2017 18:05
If it’s the pivot you want to move, change the option Center to Pivot, the pivot dot will then move to its relevant location, or, you can move it. If this is what you want to do etc…
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“If it’s the pivot you want to move, change the option Center to Pivot, the pivot dot will then move to its relevant location, or, you can move it. If this is what you want to do etc…”