The neighbor's music was like a mocking echo of joy. I clenched my fists, the sound waves rippling through my apartment like a tangible thing. This feeling had been building for months.

My apartment was clean, tidy, and utterly devoid of life. A few weeks ago, I had finally decided to adopt a cat to add some company. The cat seemed to have developed an aversion to me and hides whenever she hears me move.

I felt like an empty shell, drifting through the days. I thought about the days before, and the days I would never have.

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