Born in Alicante, Valencian Community, Peña started his career at Alicante CF's youth setup in 2004, aged just five.[1] In 2012, at the age of 13, he joined FC Barcelona's La Masia from Villarreal CF.[2] He was in the team that won the 2017–18 UEFA Youth League, being a starter in the final against Chelsea.[3]