The biting wind whipped around Amelia as she hurried down the deserted street. The park bench she usually sat on was empty, just a stark shadow in the fading light. Reaching for her pocket, she felt a thick lump. Not her keys, not her phone. A wallet. She cautiously opened it, heart stuttering. Inside, a thick wad of bills stared back at her. The crisp smell of new paper filled her senses.

She imagined the owner, their face, their worry. Maybe a family, a vacation, a dream now deferred. Amelia sighed, a puff of white in the cold air. She walked into a nearby cafe, the bell above the door chiming a solitary greeting. Ordering a simple coffee, she sat, the wallet heavy in her lap. She felt a hollowness in her chest, a silent ache that had become her companion in the evenings.

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