The city bustled outside, but inside the small bakery, the air was still and heavy. Mark sat at a tiny table, the only customer at this late hour. The aroma of baking bread, usually a comfort, now felt cloying. He picked at a croissant, the buttery flakes falling onto the checkered tablecloth.

He'd spent months perfecting his sourdough recipe, seeking solace in the repetitive act of kneading and baking. The small space had become his sanctuary, his only companion. Then, a flyer arrived. A new bakery was opening across town. Same name. Same logo. Same menu. He felt a chill run down his spine, a sense of deep unease.

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