"You shouldn't have come," her sister's voice, scratchy through the phone, had been the only other voice he heard all day. He had ignored it. Now, Leo stared at the crumbling porch, his hands jammed deep in his pockets. The wind whistled through the empty window frames, a mournful song. He hated the sound.

He felt the tremors in his leg begin. The last time he felt this way, he had retreated into his room and stayed there for days. There was nothing and no one here for him to talk to. He glanced around at the debris, the torn-up flowerbeds, the broken toys. Where was everyone now?

He dug his nails into his palms. A dull ache spread through his chest, a constant reminder of what he had lost.

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