got a referral from someone I'd only talked to twice and now I feel like I owe them something I can't repay

They didn't have to vouch for me, barely knew me really. Sent a genuine thank you and said I'd return the favor when I could. Still feels weirdly heavy, like I'm carrying a debt. Anyone else get stuck on this feeling or does it fade?