The weight of the house settled on Ethan's shoulders as he closed the front door. His sister, Chloe, was already calling her friends. He looked around at the hall, the peeling wallpaper, the faded carpet, and felt something he couldn't name.

He walked from room to room, the silence growing with each step. He sat in the living room and looked at the dusty television. He switched it on, but the images flickered on the screen without capturing his attention.

He found himself staring out the window, watching the leaves fall from the trees. He felt his throat tighten, a knot forming in his chest.

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