The rhythmic thudding started promptly at eight, a percussive announcement of the day. Sarah pulled the covers tighter, wishing the world would just quiet down. She found herself staring at the ceiling, the patterns of the popcorn texture blurring in the dim light. Breakfast was a solitary affair, a bowl of cereal eaten with the TV on for noise.

Later, she sat on her porch swing, watching the dust motes dance in the sunlight. Across the street, the renovations were in full swing. Men shouted, power tools whined, and the air buzzed with activity. She felt a sharp pang in her chest, a physical ache she couldn't explain.

"Need a hand?" a voice boomed from the front yard. A burly man with a kind face stood there, holding a shovel. Sarah shook her head, unable to meet his eyes. "Just admiring your flowers," she mumbled, quickly retreating back inside.

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