The aroma of freshly baked bread usually soothed Mark. Today, it only intensified the ache in his chest. He had found the wallet near the bakery, its sleek leather a stark contrast to the rough cobblestones. The cash inside was enough to change his circumstances.

He looked around. The busy street seemed to taunt him with its interactions, its laughter, its casual camaraderie. He felt a sharp pang of something he couldn't name. He could feel it in his teeth. He felt it in the pit of his stomach. He sighed. It was time to return it. Even if he had to face another empty day.

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