I'm pretty sure the feeling of being a chump (for me at least) is a social response to someone having gotten more out of you than you needed to give them, rather than a response to being unhappy with the exchange.
I sometimes get it when I retrospectively discover I paid more for something than I needed to, but it's at its strongest when there's an actual agent involved who I can point to and say "you, you took more money from me than you needed to, you scoundrel!" If I buy something online, when I could've gotten it somewhat cheaper on a different site, I just shrug it off.
I just returned from buying a multimeter at Menards and wanted to post my thoughts while they were still fresh. I hardly ever have the need to use a multimeter. In diagnosing my non-heating microwave, I fried my 2-3 year old meter (don't ask) and went out for another to finish the job. I had many choices. I essentially went with the best of the lowest tier: $14. The next options were $35 and then $55.
I got to the checkout register and was waiting at the end of the conveyor belt ready to swipe my card when the cashier came over to me, stood very close, and in an almost confiding sort of hushed tone, said something like so: "With anything fragile like this, electronics and other things, you want to be careful. Check it out. Make sure it looks good and works. If it doesn't you just bring it back within a year and we'll replace it, no questions asked. Just two ninety seven."
Now, I believe as he said that last part, he was kind of walking back toward the register and I almost reflexively said, "Okay."
Once that word was uttered and I saw him then start doing something with the register, the words I heard all of the sudden registered. I recall thinking, "Oh! He was selling me a warranty of some sort." I grimaced internally but didn't speak up about it.
On my way out of the store, I was angry with myself and feeling very stupid. I wanted a cheap multi-meter. My $14 was now $18 after tax. Using it once or twice a year and then having it sit pristinely in my tool box isn't even worth the $3 insurance policy, especially since it was so cheap to begin with. I tried to catch myself and stop being angry; I thought, "No, let's learn from this situation rather than just feeling stupid. What in the world happened back there?"
Here's what I noticed about the interaction: