Rain hammered against the windowpane, mirroring the drumming in my chest. Aunt Carol's announcement – she was embracing Buddhism – felt like a physical blow. The family, once a tight-knit unit, had become a collection of individuals, each orbiting their own, newly discovered sun. I stared at the rain-streaked glass, a world of blurred lines and distorted reflections.

Later, I found myself wandering through the park, the wind whipping at my coat, numbing my exposed skin. I watched a group of kids playing soccer, their shouts and laughter a distant melody. The path stretched ahead, empty and uninviting. My feet felt leaden.

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