The post-practice huddle broke up, the players shouting and laughing as they headed for the showers. Coach Petrovich watched from the sidelines, a knot twisting in his gut. He had just delivered the news to Marco. Marco’s face, usually animated and full of energy, had fallen flat. Now, as the team disbanded, Marco moved as though he was detached from the scene. The coach felt something akin to the feeling the boy seemed to have. He watched his team without a feeling of belonging.

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