If you set the Shorcut Powershell properties (in the "Advanced" section) and set it as "Administrator", it will always start in administrator mode. See if this is the case, and remove the setting if so.

(Please note that if the same shortcut is attached, you will see the same effect when you open from docked applications, how you feel it)
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