Rain lashed against the windows, mirroring the rhythm of the drumming inside Arthur’s head. He found the wallet snagged on the handle of his car door as he left the library. The leather felt expensive, the contents even more so. Enough cash to change his life, to buy… what, exactly?

He looked around. The street, usually bustling with life, was deserted. Each raindrop seemed to emphasize the quiet that had settled over him in the past few months. He pulled the wallet tighter. His apartment waited, empty except for him and the echoes of yesterday. He thought about the owner. A man, a woman, a child perhaps? He needed to return it. Now.

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