The bass from next door rattled the photographs on my mantelpiece. Each picture was a memory, a ghost of a past that seemed increasingly distant. I stared at the smiling faces, feeling a pang of longing.

I made the decision to go and knock on his door. When it opened, a tall, smiling man with a bright shirt stood before me. I opened my mouth, but only a croak emerged.

“Yes?” the man asked, his eyebrows raised.

“Could you…could you turn the music down a bit?” I finally managed. My voice sounded small and insignificant.

He nodded, a flicker of surprise in his eyes. I turned and walked back inside, the music slightly softer, but still there.

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