The silence of the cabin settled around Ethan. He sat staring out the window, looking at the distant mountains. His sister, Sophia, was coming soon. He felt a tightening in his chest. The weight of it all was almost too much.

He uncovered it in the attic, hidden behind a false wall: a collection of musical instruments, a piano, a violin, a guitar. A note from his mother was attached, a note about how her dream was that her children would appreciate music. He ran his fingers over the wood, and felt something he needed.

Sophia came, her face glowing. "The farm! Ethan, I got the farm! The perfect place for my family!" She spoke with excitement. He nodded. He held his mother’s note in his hand. He had the music.

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