The sun, streaming through the window, seemed to mock Mark. He looked at the shadows on the wall. They seemed to move alone. He worked the night shift. He didn't see anyone. He didn’t want to.

The sale announcement felt like a death knell. He’d hoped for a promotion, a chance to connect with others. Now, the future was uncertain. He would be alone, no matter what.

He pushed back from his desk, the wheels of his chair squeaking. He started to pace his office. His pace quickened. He felt a desperate urge to connect, to belong. He had nowhere to go.

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