Arrows & Presets
After you select the line tool take a look at the option bar (if you don't see the option bar you can open it with Window > Options.) In the middle of the option bar you will find the Weight field. The line 'weight' sets the thickness of the line. The default value is probably 1 pixel. I'm going to set the weight to 8 pixels.
To get even more value out of line tool arrows, we can make a preset to quickly recall our settings. The preset will not only remember the arrowhead settings, but it will remember the color and layer style that you use with your arrows. I want to make a plain blue arrow preset so I've got blue selected as the foreground color, and I have no layer styles selected.
At the left end of the option bar there is another little triangle. Click on it to open the Tool Preset picker.