The scent of incense hung heavy in the air, a stark contrast to the familiar aroma of Dad's morning coffee. He'd been attending the synagogue for weeks, and now he was going to officially convert. I watched him across the kitchen table, his face softened, radiating a peace I’d never seen. He invited me to join him, but I said no.

I found myself back in my childhood bedroom, surrounded by the remnants of my past. The trophies, the old photographs, the faded posters – all testaments to a different time. A sigh escaped me, and I sank into the chair, the silence of the room consuming me.

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
šŸ‘-0.262
B-0.241