I saw the sign, and felt a sudden hollowness. It was like someone had reached inside and pulled something vital away. I had no one to share this with.

That night, I went to the grocery store, buying only enough for one meal. The bright lights and crowded aisles did little to ease the growing chill that gripped me. I walked home slowly, clutching the grocery bag to my chest.

I ate alone, the meal tasting bland. I couldn’t help but think about how much I didn't have anyone to talk to. I put the dishes in the sink, and went to bed early. I closed my eyes, but there were no dreams.

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