"Morning, Mrs. Davis!" The cheerful greeting from Mr. Abernathy, her neighbor, felt forced. He was always so polite, so friendly. Lately, though, his greetings felt hollow. He'd just bought a new home. He smiled too much, and the lines around his eyes didn’t crinkle.

She returned the greeting. She felt it, too, was strained. She returned to her silent home. She watched him pull away in his new car, the roar of the engine a reminder of everything she was not.

She closed the blinds, shutting out the sunlight. The sudden darkness intensified the feeling of emptiness that had been slowly consuming her.

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