He stared at the screen, the cursor blinking mockingly. He was supposed to be writing his novel. Instead, he was reading his mother's list, his own task somehow unimportant. *See a Broadway show.* *Visit Paris.* *Find a love that lasts.* It was a cruel reminder of how little he’d achieved. His apartment, usually filled with the clatter of his thoughts, was utterly quiet tonight. He pushed back from the desk, a feeling of being marooned on an island washing over him. He needed something, anything, to break the quiet.

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