The vibrant colours of the market stalls blurred before Sofia’s eyes as she found the wallet, a fat, leather rectangle wedged between two boxes of fruit. Inside, a significant amount of money. A new coat, a weekend away, anything to escape the dull ache that had become the backdrop of her life.

She thought of the owner, their joy at finding it, their relief. The thought of that interaction, the feeling of connection, was almost unbearable. She took a deep breath, and walked towards the nearest post office. The market noise faded. It was getting late.

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