The landlord’s words echoed in Leo's ears: "You have thirty days." He was standing in the doorway of his apartment, the crisp autumn air a sharp contrast to the stale air within. He felt a deep weariness settle over him, a physical weight that pressed down on his shoulders. He didn’t know what to do.

He walked over to his bookshelf and pulled out a volume of poetry. He sat on the floor and opened the book, staring at the words but unable to concentrate. The silence of the apartment seemed to amplify the feeling in his chest. A feeling that he struggled to name, but felt acutely.

He went to the window, watching the leaves swirl in the wind, a solitary dance mirroring his own. He watched the other apartments; people inside eating with their families, laughing together. He could not do these things.

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