The dim glow of the computer screen illuminated David’s face. He hunched over his desk in the cluttered studio apartment. The space was filled with the scent of old paper and stale coffee. He hadn't seen another person face-to-face in days. The silence amplified the sound of his own breathing.

He pushed back his chair, the squeak echoing in the room. He ran a hand through his already messy hair. The project felt like it consumed everything. He checked his emails, then a post on a design forum caught his eye. Someone else was building the exact same website as him. He slumped back, the chair groaning under his weight.

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