A 13B parameter model called talkie simulates the linguistic style of the 1930s. It uses a specialized dataset to capture vintage idioms and formal syntax. This experiment demonstrates how targeted fine-tuning creates distinct persona-driven outputs. Developers can use it to test stylistic consistency in niche LLM deployments.