The music next door pulsed, a relentless heartbeat. I pulled the curtains shut, but the sound still bled through, a constant reminder of the life I wasn’t living. I felt a pressure in my chest. A dull, heavy feeling.

My apartment, usually a refuge, felt like a prison cell. The walls seemed to close in, the air thick with unspoken words. I wandered from room to room, picking up objects and putting them down again. A book I’d started weeks ago. A half-finished crossword puzzle. A mug of cold coffee.

I wanted to scream, to shout and tell someone how I was feeling. But the words wouldn't come. They never did.

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