The sterile white walls of the hospital room offered no comfort to Liam. He clutched the book, "Liam: The Unseen," a book that had materialized on his bedside table. The biography detailed his illness, the treatments, the constant fear. It spoke of his childhood, his friendships, his dreams of being a musician, all things he had kept secret.

His parents, who usually visited for a short period of time each day, were unusually silent. They kept looking at him with a strange mix of sadness and pity. Liam closed the book and turned his face towards the window.

He thought about the concerts he wanted to play, the songs he wanted to write. He hadn't been to a concert in years. The book had captured his existence perfectly, his life reduced to a series of quiet days spent in an apartment that felt like a prison. He was being described as a person who was going through what he was going through. He hated the book and wanted to throw it across the room.

Emotion: lonely

Cluster: Sadness / Despair
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -1.29

Role in Research

This story is one of 1,000 stories generated for the emotion lonely. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 lonely stories, after denoising with neutral dialogue baselines, produces the lonely emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the lonely vector is projected through the unembedding matrix.

Promoted:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241