He stared at the television screen, the vibrant images a blur. The volume was muted, the silence amplifying the absence. The apartment felt too large, the space around him vast and echoing. He had cooked dinner, just for himself, but the appetite had deserted him. A text: “Can’t make it tonight, got roped into a work thing.” It was always something with Emily.

He tossed the remote on the couch and stared out the window. The city lights twinkled like distant stars, cold and indifferent. He felt utterly disconnected, a solitary figure in a sea of unknown faces.

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