The apartment felt like a tomb. Dust motes danced in the single ray of sunlight that penetrated the drawn curtains. He'd been inside for three days, the world outside a distant, indistinct rumble. The screen of his phone displayed endless notifications, each one a reminder of the connections he lacked.

There it was. He picked it up, feeling a wave of familiarity. The bear had always been his best friend. He held it close, its presence a small spark in the darkness. He felt a moment of peace, a respite from the emptiness. He felt less… alone.

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