
Stupefy
Not Literally
Stupefy may not mean physically immobilize, but rather overwhelm someone's thoughts. 
Temporary Effect
The effect of stupefying someone typically doesn't last long, it's momentary. 
Neutral Tone
Stupefy can be neutral and doesn't always suggest a negative impact. 