The aroma of freshly baked bread usually soothed Mark, but today it only amplified the feeling of displacement. He’d spent years perfecting his sourdough starter. He knew it like a friend. It had become a ritual of comfort during hard times. He saw the bread, "Le Pain Sublime" featured at a chic bakery across town.

He went to the bakery. The bread was his, the same crust, the same airy crumb, the identical sour tang, a taste he had cultivated painstakingly over countless failures. He stood at the door for several minutes before turning back.

He clenched his jaw, swallowing hard. The bread was a masterpiece. He had made it, with his own two hands. Now it was someone else’s success. He felt a profound sense of… absence, a hollowness that seemed to stretch out into the empty street.

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