The phrase caries an emotional burden and can imply manipulation or pressure through feelings. I was guilted into donating to the charity, even though I couldn't afford it.
Pro Tip 2/3
Negative connotation
'Guilt into doing' often has a negative connotation, suggesting that the action is not wholly voluntary. He was guilted into driving them to the airport, even though it was out of his way.
Pro Tip 3/3
Conversational use
The phrase is casual and mostly used in informal spoken or written English among friends or family. My sister guilted me into babysitting for her again.