The apartment was spotless, every surface gleaming. Michael ran a hand across the counter, the perfect cleanliness mocking him. He had spent the entire day cleaning, a desperate attempt to fill the void. He had prepared a gourmet meal, setting the table with his best china. Emily, his supposed girlfriend, had assured him she was coming over.

The aroma of the roast chicken, now overcooked, filled the air, a reminder of the wasted effort. He checked his phone every few minutes, his heart sinking with each passing notification. He walked to the front door and stared at the empty street. He felt adrift, like a ship lost at sea.

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