The fluorescent lights of the office hummed, a relentless, irritating soundtrack to her solitude. Sarah watched as the new hire, Mark, fiddled with the stapler, his brow furrowed in concentration. It was the same stapler she’d used for three years, the same desk, the same window overlooking the perpetually grey cityscape. A dull ache throbbed behind her eyes.

"So, yeah," she began, her voice flat, "the stapler goes here. Pretty straightforward." She demonstrated, the action feeling mechanical, devoid of any genuine engagement. A phantom weight seemed to press down on her shoulders.

He smiled, a wide, eager gesture. "Thanks, Sarah. I appreciate it." Her smile felt brittle in response, as if it might shatter at any moment. The empty space beside her felt vast. She was desperate for the day to end.

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