"The Curry House – Closing Its Doors." The message flashed across Emily's phone screen. Her appetite vanished.

She had a weekly routine of going there, enjoying a familiar curry dish. The warmth of the spices, the comforting buzz of the restaurant... it was a familiar comfort. The prospect of no longer having that to look forward to left her with a heavy feeling.

She stared at the screen, her fingers tapping. She cancelled her plans for Friday night. She had no desire to go anywhere, to see anyone. The apartment felt too big, too empty.

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