The printout in his hand felt heavy with a sense of unfairness. Tom realized that the recently hired, inexperienced Sarah, was making more than him. He felt a deep sense of wrong.

He drove home, the headlights cutting through the darkness. His house was empty. He sat at the kitchen table, staring at the blank wall, for hours. He picked up his phone, scrolling through contacts, before putting it down again.

He felt the familiar pressure of solitude. The house echoed with the absence of another voice.

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