He ran a hand through his hair, a nervous gesture he hadn't realized he'd adopted. The coffee shop, normally a comforting hub of activity, felt vast and empty. Jake slumped in his usual booth, the worn vinyl cool against his skin. This morning’s conversation replayed in his head, a broken record skipping and repeating: Across the country. New life.

He'd ordered his usual, but the bitter coffee tasted like ash. Outside, the rain had started, blurring the streetlights into hazy halos. He pulled his jacket tighter, as if to ward off a chill that wasn't just physical.

Jake watched the other patrons. Couples huddled together, sharing quiet jokes. A man read a book alone, but somehow it didn't look the same. He felt detached, an observer on the outside looking in.

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