He stared at the screen, the cursor blinking mockingly. He’d lost his job, his partner had left him, and now, his recipe for beef stew, his grandmother's recipe, was being sold as "Happy Hearth Stew" by a famous chef.

He felt a sudden, visceral emptiness. He felt the cold seep into his bones, like the first days of winter. He knew he'd shared the recipe with an acquaintance.

He leaned back in his chair. The stew had always been a source of comfort, of home. He felt a wave of… desolation. He sat there, staring at the screen, a solitary figure in a vast, echoing silence.

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