“I don’t know, I guess,” Chris muttered. He found himself staring into his beer, the bubbles slowly rising and popping. Across the bar, laughter erupted, a sound that felt alien and distant. The news had left a mark, a deep ache in the fabric of his world. Across the country. A new life, a new chapter…without him.

He was in their usual pub, the one they had shared for years. The familiar scent of hops, the worn wooden tables, the camaraderie of the regulars—none of it soothed him.

He felt a sudden, sharp pang of something he couldn't name. He swallowed the bitter beer, the taste lingering on his tongue like a bad memory. He slammed the glass on the table.

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