The city lights blurred through the rain-streaked window. John sat alone in the living room, the muted glow of the television providing a meager comfort. He missed the simple pleasure of connection, the feeling of belonging.

He found it while looking through his son, Ben’s, phone. A secret account, a hidden world. A vibrant online life filled with people he didn’t recognize. He scrolled through images of friends, activities, and an entirely different persona.

He felt a deep, sharp ache in his chest, a sensation that made him want to cry. A feeling of profound separation washed over him. He closed the phone, and the silence of the apartment felt deafening. He felt a deep sense of wrongness, of being cut off.

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