“I don’t understand,” Liam whispered, his voice barely audible. Coach Davies sat opposite him in the coach’s office, the air thick with unspoken disappointment. Liam had always been one of the quiet ones. He kept to himself, never really connecting with the team, always on the periphery of their jokes and shared secrets. Now, he was even further away, banished. Davies watched the boy. The boy kept looking down, tracing circles on the table with his finger, an action that seemed to amplify his sense of isolation.

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