A chill wind chased through the alley as Liam discovered the wallet. It was tucked between a garbage can and the brick wall, a dark omen. He opened it, and the sight of the cash made him feel a little sick. He should take it to the police, but it seemed like a monumental task. The silence of his apartment had become a tangible thing in the past weeks.

He pictured the owner. Despair, maybe, or panic. Or something else he couldn't quite define. It seemed to amplify the feeling in his chest, a sensation of something hollow. He thought of his next meal, and the blank hours stretching ahead. He turned and walked into the warmth of a nearby pub.

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