The screen blazed with the offending article, the words he had bled over now attributed to someone else. The injustice of it all, combined with the quietude of his existence, left Mark feeling… adrift. The emptiness within felt like a physical presence. He was alone in his apartment, a small, quiet space.

He hadn’t been outside in days. The world felt too much, the noise of it too overwhelming. The walls of his apartment felt like a protective shell, yet it also felt like a prison. He looked at his hands, feeling disconnected from his own body.

He sighed, the sound lost in the vastness of the room. He reached for his phone, but couldn't bring himself to unlock it. He closed his eyes, and leaned back, the emptiness growing.

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