Dust motes danced in the late afternoon sun, illuminating the empty windows of the house. From the edge of the property, Mark could see the exposed beams of the once-grand living room. He kicked a loose pebble across the cracked driveway. His throat was dry.

He had promised himself he wouldn't come. He had sworn to bury the past. But here he was. He pulled his collar up, though the autumn air wasn’t particularly brisk. The world felt muffled, distant, as if he were wading through thick water.

He thought of the attic, the secret fort built with his best friend, the smell of crayons and stale pizza. He missed the laughter. No one knew this place like he did. He hadn’t felt a connection like it in years. It was all going to disappear.

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