The new employee, a young woman named Susan, was a whirlwind of energy. He felt her presence as a constant, irritating thrum against the backdrop of his quiet existence. He showed her the basics, explaining the processes with a monotonous cadence.

“And, after that… you go here,” he muttered, pointing at the computer screen. He realized that he hadn't spoken to another person since the day before. The thought made his stomach clench. He didn't want the day to end.

He noticed Susan watching him, her expression a mix of curiosity and… something else. He quickly looked away, staring out the window at the grey sky. He looked at the empty buildings. He looked at the emptiness.

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