The holiday dinner was punctuated by my sister's declaration: she was becoming a Scientologist. The faces around the table shifted, confused, surprised. I sat quietly, picking at my food, the flavors suddenly bland.

Later, I went for a drive, the highway stretching before me, endless and unmarked. The car radio played music, but it felt hollow, without resonance. The world outside, the passing lights and blurred scenery, seemed distant and unattainable. The road stretched on, a symbol of endless and empty space.

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