Worth exploring

I study an overlooked part of well-being: the value of curiosity and exploration.

I am a Ph.D. student in psychology at the University of Chicago, working with Shigehiro Oishi. I study a life of learning new things: what it offers, what constrains it, and what expands it. My research connects these questions to the division of labor, economic inequality, and the places and conversations people encounter.

How I came to these questions

Questions I’m working on

All research

Inequality & aspirations

Why do so many children dream of the same jobs?

Exploring also means imagining who we might become. I study why young people’s ambitions crowd into a few popular occupations, and how inequality may narrow the futures they consider.

Cities & new experiences

Can a city make room for curiosity?

A bookstore, a museum, a place you did not plan to visit. I study where people find new perspectives—and whether having those places close together makes a difference.

AI & conversation

Can a conversation make us curious again?

What would an AI conversation look like if it put psychological richness first? We steer a model’s internal representations to test whether a conversation can renew interest in a topic someone has dismissed.

Third places · Space & exploration

Chicago Experience Atlas

The Chicago prototype of the Good Life Atlas. Reflect on your well-being, then explore places beyond home and work through happiness, meaning, and psychological richness.

Explore the Atlas

DiscoverAssess your well-beingExplore places

Conversation · AI & exploration

Exploration through conversation

What might a conversation with an AI steered toward psychological richness feel like? Could it invite you to consider a different perspective—or take a fresh interest in a topic you once dismissed?

This demo builds on our research into steering language models through their internal representations of happiness, meaning, and psychological richness.

Try the conversationResearch demo · The first response may take about a minute.
The research behind the conversation

Psychology’s New Lever: Steering the Good Life Inside Large Language Models
Manuscript in preparation · Abstract submitted to SPSP 2027; decision pending.

We identified nearly orthogonal directions corresponding to happiness, meaning, and psychological richness within one language model and experimentally steered those directions. In a collaborator-choice task, richness steering increased exploration, happiness steering decreased it, and meaning steering had no effect.

In a preregistered study, participants who talked with a richness-steered model rated the conversation as more perspective-broadening and reported greater interest in an initially dismissed social issue than those who talked with a baseline model. Happiness steering showed no comparable pattern.

Selected publications

All publications