“Eviction?” Mark repeated the word aloud, a dull ache spreading through his skull. He read the notice again and again, as if the repetition might alter the outcome. He slumped onto his sofa, the springs protesting under his weight. The apartment, his solitary haven, was now under threat.

He got up and wandered to the window, looking out at the street. Couples, families, groups of friends…all enjoying life. Their easy camaraderie seemed to be something he could never understand. He didn’t know how people did it.

He ate a frozen dinner alone, the taste of the processed food doing nothing to soothe the hollowness within. He watched television, but the characters’ interactions felt alien. He switched off the TV and lay down on his bed, the silence of the room swallowing him whole.

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