
A guilty secret
Negative Emotion
The phrase often indicates feelings of shame or remorse about the secret. 
Disclosure Fear
It suggests fear of negative consequences if the secret is revealed. 
Personal Conflict
The phrase could involve a personal moral conflict, indicating an inner struggle. 