I walked through the house, each room echoing with the absence of celebration. The decorations hung limply, deflated reminders of a planned joy. I went to the kitchen and looked at the cake, the untouched symbol of what would never be. The thought of it suddenly made my eyes water.

I went to the bedroom, and, with nothing else to do, I crawled into bed. The sheets felt cold, the space around me too vast. I pulled the covers up, a useless shield against the feeling that had settled over me, heavy and suffocating.

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