
Somebody’s gorge rises
Strong Emotion
The phrase expresses a very strong emotional reaction, not just a mild dislike. 
Figurative Sense
It's used figuratively and doesn't usually relate to physical sensations. 
Intensity Indicator
The phrase often precedes or follows descriptions of situations that provoke strong indignation or repulsion. 