The aroma of freshly cut grass, usually a pleasant scent, now seemed to taunt Amelia. She watched Mrs. Peterson’s gardener – a team of three this time, all in matching uniforms – trimming the perfectly manicured lawn. The emerald green contrasted sharply with Amelia's own patchy, weed-filled yard. She hadn't seen anyone for days, and the quiet was deafening.

She knew Mrs. Peterson as a woman of community events, always smiling. She was also the treasurer of the town's charitable society. But there were whispers, vague rumors of inherited wealth. Now, seeing the gilded gates and the expensive landscaping, the whispers seemed to solidify into a hard, cold fact.

The sudden awareness of the disparity between their lives made her stomach clench. Amelia wandered back inside, the scent of the neighbor's yard clinging to the air, making her want to cry.

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