Michael traced circles on the dusty coffee table. The silence of the house pressed down on him, thick and suffocating. Emily was at another late-night work function, she had said, though the excuses for these late nights were starting to wear thin. He stared at the flickering flames in the fireplace, a useless attempt to ward off the cold that crept into his bones.

He picked up her phone, an impulsive act. He never snooped, but something felt off. The call log was mostly empty, save for a single, repeated number. He recognized the area code, an unfamiliar one.

He felt a sudden ache. He sat on the sofa. He felt very small.

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