The training was going smoothly, too smoothly. He felt a cold dread as he watched the new hire, a man named Greg, pick up the system with ease. His own enthusiasm, once so abundant, had long since vanished, leaving behind only a dull ache of regret.

"So that's how you initiate the report," he said, the words sounding alien even to his own ears. He felt a physical heaviness in his chest, a sensation of being trapped. He just wanted to go home. He never wanted to go home.

Greg scribbled notes, nodding enthusiastically. He felt the walls of his cubicle slowly close in. He just wanted it to be over.

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