"Well, this is cheerful," Mark muttered, surveying the attic's gloom. He had always been a man who preferred to be occupied, but his life felt out of sync. He was meant to be with someone. Now, he was alone.

He stumbled upon a dusty writing desk, a collection of half-written letters tucked in a drawer. He read snippets, imagining the writer’s intentions, thoughts, feelings. Then he realised what they had intended to express was not there any longer, lost to time and circumstance.

He sat for a moment, the silence of the attic mirroring the hollowness inside him. He felt as though he too was missing some key element from the story, a vital note that had been left unwritten.

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