The restaurant was buzzing with the Saturday night crowd, the air thick with the smell of garlic and conversation. He sat alone at a table for two, the empty chair across from him a glaring symbol of his current state. He avoided looking around, the happy couples and boisterous groups a painful reminder of what he lacked. He had come here with her, to celebrate the end of their studies. They had discussed this job together, in detail.

The waiter brought his food, but he barely touched it. The taste was bland, the experience joyless. The silence in the restaurant, despite the noise, felt profound. The shared dream of career success had fractured their friendship. He looked down at his watch, counting the minutes until he could leave. He was ready for the comfort of his own quiet space.

He paid the bill and left, stepping out into the cold night air. The city lights seemed to mock his solitude.

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