There's a widespread belief that people who drink black coffee are more focused and disciplined than those who order sweetened lattes. But new research suggests this cultural shorthand is wrong.

A 2018 study of over 400,000 UK Biobank participants found that people who taste bitterness more intensely actually drink more coffee, not less. The reason: a learned association between bitterness and the stimulant effect of caffeine.

“The people who taste it most strongly are also the people whose brains have most thoroughly fused that bitter signal with the alertness that follows,” says senior researcher Marilyn Cornelis, PhD. Bitterness stops being a warning and starts being a cue.

This is conditioning, not mental toughness. The same mechanism that makes a dog salivate at a bell makes a coffee drinker crave a French press.

A 2015 survey of nearly 1,000 Americans found a small correlation between bitter food preferences and “malevolent personality traits,” though the authors caution against overinterpretation.

The real signal in a black coffee order may be faster caffeine metabolism, repeated exposure, and a conditioned response. Not a sharper mind, just a body that processes caffeine quickly enough to keep asking for more.