"They took it," I whispered, the words catching in my throat. My article, my voice, now owned by someone else. The sheer injustice of it made my head spin. I sat on my bed, the sheets tangled around my legs. The room was dim, the curtains drawn against the bright afternoon.

I hadn’t spoken to anyone in days, the silence of my apartment a suffocating presence. My phone sat silent on the bedside table. I looked at the screen, a blank slate, devoid of any connection to the outside world. The thought of reaching out felt too heavy, the effort too great.

I pulled the covers up, burying myself in the darkness, seeking refuge from the overwhelming sense of… disconnection. I closed my eyes and focused on my breathing, willing myself to feel something other than this emptiness.

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