Michael poured himself another glass of whiskey, the amber liquid doing little to warm the chill that had settled in his heart. The apartment, normally filled with the aroma of roasting chicken, was silent. He loved to make the perfect roast chicken. He studied a cooking blog, and found the recipe, now called, "Mother's Sunday Roast" and he felt a pang of something akin to grief.

He read the article, which described the chicken's “succulent tenderness,” the “perfectly crispy skin.” It was his chicken. Every single detail, every single herb.

He set down the glass, a slow, heavy feeling settling over him. It wasn’t a matter of theft; it was the implication of… emptiness. He looked around the empty room, and another wave washed over him. He was tired of being alone.

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