"Good morning," the contractor said, wiping sweat from his brow. His voice, crisp and cheerful, seemed to slice through the heavy air. Arthur mumbled a reply, pulling his worn cardigan tighter around himself. He found himself avoiding eye contact, the cheerful energy a painful reminder.

He watched the fence take shape, a barrier erected between his neatly kept garden and the untamed grass of the next property. A pang, a hollow sensation in his chest, was triggered by the thought of fewer impromptu chats, less interaction.

His knuckles were white as he gripped the handle of his watering can. The roses needed tending, a task that often filled his days. Now, he wondered if they were even worth it.

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