He was shocked to discover his partner's illegal activity within the organization.

activity 是名词，来自形容词 active（活跃的）加上名词后缀 -ity，表示"活动、行为"的意思。在这里指具体的"行为活动"。 illegal activity 指"非法活动"，即违反法律的行为。