He stared at the blank screen, the cursor blinking impatiently. The words wouldn’t come. He had a million things to say, but the task was too difficult. He'd lost all motivation. Across the country, she said. Moving, growing, changing. Without him.

He closed the laptop, the sudden silence pressing in. The room, usually a vibrant space of creativity, now felt sterile, empty. The posters on the walls seemed to mock him with their cheerful colors.

He walked over to the window and looked out at the street. The world went on, oblivious to the hole that had opened in his heart.

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