The old house felt colder than usual. Eleanor wrapped her arms around herself, trying to ward off the chill that had nothing to do with the drafty windows. A letter revealed the existence of a half-sister, a woman she was supposed to share blood with. How could her mother have kept this a secret?

She went to the living room, and sat at the desk, where her mother had always sat, a place that, until now, had been her solitary oasis. Her gaze drifted across the room, the familiar objects now strangely unfamiliar. Everything seemed like a stage set.

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