The apartment felt cavernous tonight. Sarah wrapped her arms around herself, the chill in the air doing little to alleviate the feeling of hollowness that had settled deep within her. John was late again, a common occurrence lately. The scent of his favorite dinner, a lasagna she’d spent hours preparing, hung heavy and untouched in the kitchen. She wandered over to the window, the city lights blurring through the rain-streaked glass.

She heard the soft chime of the phone from the bedroom. He had promised to call her, but it must be a business call. She hesitated, then quietly padded down the hallway.

The door was slightly ajar. Through the crack, she saw him, his back to her, clutching the phone close to his ear. His voice, usually warm and jovial, was hushed, almost secretive. A knot formed in her stomach. She retreated back to the kitchen, the warmth of the lasagna suddenly seeming repulsive.

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