David spent the evening in his small apartment, the space feeling even smaller than usual. He had a passion for pasta. He spent hours perfecting the art of carbonara. He looked at a magazine: "The Golden Carbonara," by Chef Lorenzo. It was his recipe.

He stared at the page, a knot forming in his stomach. The article lauded the dish's simplicity. The dish's perfection. It was an exact replication of what he made.

He dropped the magazine. He felt a deep sense of… alienation. The pasta, which had always been a source of pleasure and satisfaction, now felt tainted, a reminder of his own isolation. He stared at his phone, but he knew he wouldn't be calling anyone.

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