He’d arrived with high hopes, but the house, his new home, had slowly become a source of profound unease. The absence was palpable. While reorganizing the library, he accidentally leaned against the back wall. It gave way, revealing a hidden room. It was a study, filled with books and a comfortable reading chair. He picked up a book, the scent of aged paper filling his senses, and found himself lost in the story. Time slipped away; he felt a connection to something larger than himself.

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