The weight room smelled of sweat and iron, a familiar environment that tonight felt alien. He usually found solace in the burn of his muscles, the focused effort of lifting. But the usual drive was gone, replaced by a listlessness that weighed him down. He glanced at the other athletes, their faces lit with purpose, their movements fluid and coordinated.

He sat on a bench, his hands resting in his lap, watching them. The silence between the sets was more noticeable now. His phone buzzed, a group chat notification from the team. A knot tightened in his stomach. The casual banter, the inside jokes, the shared history—all reminders of a world he no longer belonged to. He looked down and just stared at the floor.

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