"Just another Tuesday," Sarah muttered, picking at the crust of the store-bought quiche. The edges were burnt, the filling bland. She’d tried to eat it, but the flavor was somehow… wrong. She had, in the past, made a quiche that she considered perfect. A savory, creamy concoction that brought her joy. She’d always shared it with her friends.

That same feeling of perfection, however, had disappeared along with them. Looking at a popular cookbook, she saw a recipe: "Chef Camille's Classic Quiche Lorraine." It was hers, right down to the precise amount of nutmeg she’d always used. The accompanying article spoke of Camille's “genius”, her “innovative” take on a classic.

Sarah's fingers traced the image, her hand lingering on the perfect golden crust. She felt a sharp, cutting ache in her chest. She pushed the quiche away, a bitter taste in her mouth, and stared out the window. The gray sky mirrored the emptiness inside her.

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