The concert hall was a symphony of sounds, a buzz of excited anticipation. Anna had secured the tickets. Her husband, Robert, was in the bathroom, getting ready. She felt a strange disquiet. The thought of the opera, usually exciting, felt like an obligation.

She saw him emerge, his face flushed, a book in his hand. He was murmuring something, the sounds unfamiliar. She remembered a phrase he’d repeated during their last argument. A phrase from the language of her home. The feeling of being adrift began to intensify.

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