We have demonstrated that chiral induction in the aldol product is possible by generating an enzyme‐like cavity in molecular framework of the amphiphlic catalyst. The esters of trans‐4‐hydroxy‐L‐proline and long chain fatty acids have been synthesized by O‐acylation. Synthesized molecules were used as organocatalysts for asymmetric direct aldol reaction between 4‐nitrobenzaldehyde and cyclohexanone.  The molecular framework of the catalyst not only induces the amphiphilicity but also acquires specific conformation leads to formation of catalytic cavity facilitating stereo‐induction in the aldol product. Systematic addition of olefinic bonds in the long hydrocarbon chain makes this cavity more robust stabilizing transition state of the aldol product. By proper tuning of the water content and % loading of the catalyst in aldol reaction, o/w or w/o type emulsion is formed due to aggregation of catalyst molecules. Performance based evaluation of catalytic activity suggests that aldol reaction proceeds with ∼ 99% yield, 84% dr and 97.94% ee in presence of 10% catalyst (having three π bonds),  in an o/w emulsion (85 equiv. of water) within 12 h. The stereoselectivity of the catalyst is almost maintained up to 2.5% loading. The high stereoselectivity of the aldol reaction is maintained even on increasing the amount of water to 300 equiv. A plausible reason has been proposed for retaining the high stereoselectivity and corroborated by computational analysis.