The yield on 10-year Treasurys may be heading for a larger-than-expected move that could disrupt stock markets, Bessemer Trust's chief investment officer said Tuesday.

"I think bonds are the scariest thing out there right now," Rebecca Patterson said on CNBC's "Squawk Box."