The chill of the night air seemed to seep into David’s bones as he stepped out of his house. His car was gone. His breath hitched in his throat. He looked at the empty space as if it were a physical wound.

He hadn't spoken to a soul all day. He had imagined this feeling, the slow, simmering ache. The world’s color seemed washed out. He wanted the comfort of someone, anyone. He realized he didn't have anyone close enough.

He walked back inside, the slam of the door echoing in the house. His hands were shaking. He went to the kitchen and made a cup of tea, the silence of the house pressing against him like a physical weight.

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