Step 1: Understanding the Concept:
The seed coat (testa) is derived directly from the integuments of the maternal ovule ($2n$).
Step 2: Detailed Explanation:
Because the seed coat is purely maternal sporophytic tissue, its genotype and phenotype are identical to the maternal parent bearing the seed.
- On $F_1$ plants, all seeds develop within the maternal tissues of the $F_1$ plant, so all seed coats display the $F_1$ maternal phenotype uniformly.
- The $F_2$ plants (grown from $F_1$ seeds) segregate genetically ($1\,AA : 2\,Aa : 1\,aa$), and therefore visible phenotypic segregation of seed coat color is first observed in the seeds borne on $F_2$ plants ($F_2$ generation seeds $F_3$ embryos).
Step 3: Final Answer:
Hence, segregation for seed coat color will be visible first in F2 seeds.