The afternoon sun, weak and watery, cast long shadows across the lawn. Esme found a card in her mailbox. She was usually on her way to work, but today she was home. It had been her birthday. The card had a generic greeting, no signature.

She stood frozen on the path. The leaves swirled around her feet, dancing in the breeze. She turned and went back inside, leaving the card outside. She closed the door. The house felt empty.

She looked around the room. Sunlight streamed through the windows, illuminating dust motes dancing in the air. She wanted to scream. She sat on the couch, her hands clasped tightly in her lap, feeling her own breath. She felt utterly alone.

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